#flooding — Public Fediverse posts

Grand Canyon braces for more storms after flash flood leaves one person dead
By Associated Press

National park officials say body of a man, 46, was recovered and about 15 others remain missing or unaccounted for

https://www.theguardian.com/us-news/2026/aug/31/grand-canyon-storms-flash-flood

#Arizona #Flooding #Nationalparks #USweather #USnews #Extremeweather #TheGuardian #AssociatedPress

Aspiring SK chair draws flak over name, photo on flood rescue boats

https://fed.brid.gy/r/https://interaksyon.philstar.com/politics-issues/2026/08/31/318470/aspiring-sk-chair-binan-rescue-boats-name-photo/

In today's Bad Places To Hike In A Monsoon story of the day.

11 people rescued after flash flooding at Bryce Canyon National Park, Utah

h/t @uccawx

https://watchers.news/2026/08/27/11-people-rescued-after-flash-flooding-at-bryce-canyon-national-park-utah/?__cf_chl_f_tk=YOvKWqRuwDMk04s6evQF.8y6QlF4DzWXMpAq6tMatR8-1787873829-1.0.1.1-Cg33uUfjf3wR1bt77E0.btTsLPq9Qtd8Xg9HZC8Z0B8

#NPS #NationalParks #BryceCanyon #monsoon #flooding #SearchAndRescue #SAR

In today's Bad Places To Hike In A Monsoon story of the day.

11 people rescued after flash flooding at Bryce Canyon National Park, Utah

h/t @uccawx

https://watchers.news/2026/08/27/11-people-rescued-after-flash-flooding-at-bryce-canyon-national-park-utah/?__cf_chl_f_tk=YOvKWqRuwDMk04s6evQF.8y6QlF4DzWXMpAq6tMatR8-1787873829-1.0.1.1-Cg33uUfjf3wR1bt77E0.btTsLPq9Qtd8Xg9HZC8Z0B8

#NPS #NationalParks #BryceCanyon #monsoon #flooding #SearchAndRescue #SAR

In today's Bad Places To Hike In A Monsoon story of the day.

11 people rescued after flash flooding at Bryce Canyon National Park, Utah

h/t @uccawx

https://watchers.news/2026/08/27/11-people-rescued-after-flash-flooding-at-bryce-canyon-national-park-utah/?__cf_chl_f_tk=YOvKWqRuwDMk04s6evQF.8y6QlF4DzWXMpAq6tMatR8-1787873829-1.0.1.1-Cg33uUfjf3wR1bt77E0.btTsLPq9Qtd8Xg9HZC8Z0B8

#NPS #NationalParks #BryceCanyon #monsoon #flooding #SearchAndRescue #SAR

In today's Bad Places To Hike In A Monsoon story of the day.

11 people rescued after flash flooding at Bryce Canyon National Park, Utah

h/t @uccawx

https://watchers.news/2026/08/27/11-people-rescued-after-flash-flooding-at-bryce-canyon-national-park-utah/?__cf_chl_f_tk=YOvKWqRuwDMk04s6evQF.8y6QlF4DzWXMpAq6tMatR8-1787873829-1.0.1.1-Cg33uUfjf3wR1bt77E0.btTsLPq9Qtd8Xg9HZC8Z0B8

#NPS #NationalParks #BryceCanyon #monsoon #flooding #SearchAndRescue #SAR

In today's Bad Places To Hike In A Monsoon story of the day.

11 people rescued after flash flooding at Bryce Canyon National Park, Utah

h/t @uccawx

https://watchers.news/2026/08/27/11-people-rescued-after-flash-flooding-at-bryce-canyon-national-park-utah/?__cf_chl_f_tk=YOvKWqRuwDMk04s6evQF.8y6QlF4DzWXMpAq6tMatR8-1787873829-1.0.1.1-Cg33uUfjf3wR1bt77E0.btTsLPq9Qtd8Xg9HZC8Z0B8

#NPS #NationalParks #BryceCanyon #monsoon #flooding #SearchAndRescue #SAR

Mapping Flood Agents In The Northern Pantanal Wetland Using Multiple Spatio-Temporal GIS And Remote Sensing Techniques
--
https://doi.org/10.1007/s13157-026-02082-3 <-- shared paper
--
H/T @renato Gatto de Morais | Geógrafo | Mestre em Recursos Hídricos | Doutorando em Geografia
“Combining MODIS data, TRMM, river discharge, a digital terrain model, and multinomial logistic regression, [the authors] identified three predominant classes of flood origin: local rainfall, bank overflow, and mixed areas. The model achieved a Nagelkerke Pseudo-R² of 0.63 and a classification accuracy of up to 81.2% (10-fold cross-validation). To the best of [their] knowledge, this is the first explicit approach to mapping flood agents for this wetland, a component that has historically remained unmapped despite its recognized influence on habitats and biodiversity…”
--
“The mapping of functional hydrologic units is crucial for enhancing our understanding of flooding and hydroecological processes in large wetlands. These units are typically defined by flooding frequency, duration, and magnitude, but another important hydrologic characteristic is the origin of flooding, known as the flood agent. This study presents an empirical framework utilizing remote sensing and GIS procedures for modeling flood agents in the northern Pantanal wetland. Eleven spatial data layers were derived from multi-year MODIS flood maps, daily rainfall estimates from the TRMM 3B42 grid, in situ discharge data, the BEST Digital Terrain Model, and a hydrographic network layer. These layers were tested for their predictive power in a multinomial logistic regression mapping model. Model performance metrics, along with qualitative validation of mapping outcomes using in situ flooding measurements, and vegetation and soil data from field test sites, support the plausibility of the proposed mapping scheme. However, they also highlight the challenges of flood agent mapping in large tropical wetlands…”
#GIS #spatial #mapping #MODIS #TRMM #riverdischarge #digitalterrainmodel #multinomiallogisticregression #geostatistics #Pantanal #Cuiaba #Brazil #water #hydrology #spatialanalysis #spatiotemporal #remotesensing #earthobservation #flood #flooding #source #type #floodagent #tropical #wetland #habitat #biodiversity #ecosystem #hydrologicunit #hydroecology #model #modeling #rainfall #precipitation #weather #climate #discharge #network #metrics

Mapping Flood Agents In The Northern Pantanal Wetland Using Multiple Spatio-Temporal GIS And Remote Sensing Techniques
--
https://doi.org/10.1007/s13157-026-02082-3 <-- shared paper
--
H/T @renato Gatto de Morais | Geógrafo | Mestre em Recursos Hídricos | Doutorando em Geografia
“Combining MODIS data, TRMM, river discharge, a digital terrain model, and multinomial logistic regression, [the authors] identified three predominant classes of flood origin: local rainfall, bank overflow, and mixed areas. The model achieved a Nagelkerke Pseudo-R² of 0.63 and a classification accuracy of up to 81.2% (10-fold cross-validation). To the best of [their] knowledge, this is the first explicit approach to mapping flood agents for this wetland, a component that has historically remained unmapped despite its recognized influence on habitats and biodiversity…”
--
“The mapping of functional hydrologic units is crucial for enhancing our understanding of flooding and hydroecological processes in large wetlands. These units are typically defined by flooding frequency, duration, and magnitude, but another important hydrologic characteristic is the origin of flooding, known as the flood agent. This study presents an empirical framework utilizing remote sensing and GIS procedures for modeling flood agents in the northern Pantanal wetland. Eleven spatial data layers were derived from multi-year MODIS flood maps, daily rainfall estimates from the TRMM 3B42 grid, in situ discharge data, the BEST Digital Terrain Model, and a hydrographic network layer. These layers were tested for their predictive power in a multinomial logistic regression mapping model. Model performance metrics, along with qualitative validation of mapping outcomes using in situ flooding measurements, and vegetation and soil data from field test sites, support the plausibility of the proposed mapping scheme. However, they also highlight the challenges of flood agent mapping in large tropical wetlands…”
#GIS #spatial #mapping #MODIS #TRMM #riverdischarge #digitalterrainmodel #multinomiallogisticregression #geostatistics #Pantanal #Cuiaba #Brazil #water #hydrology #spatialanalysis #spatiotemporal #remotesensing #earthobservation #flood #flooding #source #type #floodagent #tropical #wetland #habitat #biodiversity #ecosystem #hydrologicunit #hydroecology #model #modeling #rainfall #precipitation #weather #climate #discharge #network #metrics

Mapping Flood Agents In The Northern Pantanal Wetland Using Multiple Spatio-Temporal GIS And Remote Sensing Techniques
--
https://doi.org/10.1007/s13157-026-02082-3 <-- shared paper
--
H/T @renato Gatto de Morais | Geógrafo | Mestre em Recursos Hídricos | Doutorando em Geografia
“Combining MODIS data, TRMM, river discharge, a digital terrain model, and multinomial logistic regression, [the authors] identified three predominant classes of flood origin: local rainfall, bank overflow, and mixed areas. The model achieved a Nagelkerke Pseudo-R² of 0.63 and a classification accuracy of up to 81.2% (10-fold cross-validation). To the best of [their] knowledge, this is the first explicit approach to mapping flood agents for this wetland, a component that has historically remained unmapped despite its recognized influence on habitats and biodiversity…”
--
“The mapping of functional hydrologic units is crucial for enhancing our understanding of flooding and hydroecological processes in large wetlands. These units are typically defined by flooding frequency, duration, and magnitude, but another important hydrologic characteristic is the origin of flooding, known as the flood agent. This study presents an empirical framework utilizing remote sensing and GIS procedures for modeling flood agents in the northern Pantanal wetland. Eleven spatial data layers were derived from multi-year MODIS flood maps, daily rainfall estimates from the TRMM 3B42 grid, in situ discharge data, the BEST Digital Terrain Model, and a hydrographic network layer. These layers were tested for their predictive power in a multinomial logistic regression mapping model. Model performance metrics, along with qualitative validation of mapping outcomes using in situ flooding measurements, and vegetation and soil data from field test sites, support the plausibility of the proposed mapping scheme. However, they also highlight the challenges of flood agent mapping in large tropical wetlands…”
#GIS #spatial #mapping #MODIS #TRMM #riverdischarge #digitalterrainmodel #multinomiallogisticregression #geostatistics #Pantanal #Cuiaba #Brazil #water #hydrology #spatialanalysis #spatiotemporal #remotesensing #earthobservation #flood #flooding #source #type #floodagent #tropical #wetland #habitat #biodiversity #ecosystem #hydrologicunit #hydroecology #model #modeling #rainfall #precipitation #weather #climate #discharge #network #metrics

Mapping Flood Agents In The Northern Pantanal Wetland Using Multiple Spatio-Temporal GIS And Remote Sensing Techniques
--
https://doi.org/10.1007/s13157-026-02082-3 <-- shared paper
--
H/T @renato Gatto de Morais | Geógrafo | Mestre em Recursos Hídricos | Doutorando em Geografia
“Combining MODIS data, TRMM, river discharge, a digital terrain model, and multinomial logistic regression, [the authors] identified three predominant classes of flood origin: local rainfall, bank overflow, and mixed areas. The model achieved a Nagelkerke Pseudo-R² of 0.63 and a classification accuracy of up to 81.2% (10-fold cross-validation). To the best of [their] knowledge, this is the first explicit approach to mapping flood agents for this wetland, a component that has historically remained unmapped despite its recognized influence on habitats and biodiversity…”
--
“The mapping of functional hydrologic units is crucial for enhancing our understanding of flooding and hydroecological processes in large wetlands. These units are typically defined by flooding frequency, duration, and magnitude, but another important hydrologic characteristic is the origin of flooding, known as the flood agent. This study presents an empirical framework utilizing remote sensing and GIS procedures for modeling flood agents in the northern Pantanal wetland. Eleven spatial data layers were derived from multi-year MODIS flood maps, daily rainfall estimates from the TRMM 3B42 grid, in situ discharge data, the BEST Digital Terrain Model, and a hydrographic network layer. These layers were tested for their predictive power in a multinomial logistic regression mapping model. Model performance metrics, along with qualitative validation of mapping outcomes using in situ flooding measurements, and vegetation and soil data from field test sites, support the plausibility of the proposed mapping scheme. However, they also highlight the challenges of flood agent mapping in large tropical wetlands…”
#GIS #spatial #mapping #MODIS #TRMM #riverdischarge #digitalterrainmodel #multinomiallogisticregression #geostatistics #Pantanal #Cuiaba #Brazil #water #hydrology #spatialanalysis #spatiotemporal #remotesensing #earthobservation #flood #flooding #source #type #floodagent #tropical #wetland #habitat #biodiversity #ecosystem #hydrologicunit #hydroecology #model #modeling #rainfall #precipitation #weather #climate #discharge #network #metrics

Mapping Flood Agents In The Northern Pantanal Wetland Using Multiple Spatio-Temporal GIS And Remote Sensing Techniques
--
https://doi.org/10.1007/s13157-026-02082-3 <-- shared paper
--
H/T @renato Gatto de Morais | Geógrafo | Mestre em Recursos Hídricos | Doutorando em Geografia
“Combining MODIS data, TRMM, river discharge, a digital terrain model, and multinomial logistic regression, [the authors] identified three predominant classes of flood origin: local rainfall, bank overflow, and mixed areas. The model achieved a Nagelkerke Pseudo-R² of 0.63 and a classification accuracy of up to 81.2% (10-fold cross-validation). To the best of [their] knowledge, this is the first explicit approach to mapping flood agents for this wetland, a component that has historically remained unmapped despite its recognized influence on habitats and biodiversity…”
--
“The mapping of functional hydrologic units is crucial for enhancing our understanding of flooding and hydroecological processes in large wetlands. These units are typically defined by flooding frequency, duration, and magnitude, but another important hydrologic characteristic is the origin of flooding, known as the flood agent. This study presents an empirical framework utilizing remote sensing and GIS procedures for modeling flood agents in the northern Pantanal wetland. Eleven spatial data layers were derived from multi-year MODIS flood maps, daily rainfall estimates from the TRMM 3B42 grid, in situ discharge data, the BEST Digital Terrain Model, and a hydrographic network layer. These layers were tested for their predictive power in a multinomial logistic regression mapping model. Model performance metrics, along with qualitative validation of mapping outcomes using in situ flooding measurements, and vegetation and soil data from field test sites, support the plausibility of the proposed mapping scheme. However, they also highlight the challenges of flood agent mapping in large tropical wetlands…”
#GIS #spatial #mapping #MODIS #TRMM #riverdischarge #digitalterrainmodel #multinomiallogisticregression #geostatistics #Pantanal #Cuiaba #Brazil #water #hydrology #spatialanalysis #spatiotemporal #remotesensing #earthobservation #flood #flooding #source #type #floodagent #tropical #wetland #habitat #biodiversity #ecosystem #hydrologicunit #hydroecology #model #modeling #rainfall #precipitation #weather #climate #discharge #network #metrics

Grundfos completes Metasphere rebrand in Australia

SOFIAH NICHOLE SALIVIO News Editor Grundfos ha…
#NewsBeep #News #Australia #assetmanagement #AU #Australian #Climatechange #CriticalInfrastructure #dataanalytics #Dataownership #digitaltwins #flooding #Integration #LocalGovernment #MergersandAcquisitions(M&A) #NetworkManagement #Oceania #OpenStandards #predictiveanalytics #Productivity #SCADA #sensors #smartcities #sustainability #Telemetry #WasteWater #Water
https://www.newsbeep.com/au/869373/

Some early reports said that the horrifying #flooding in #Nepal was the result of an #earthquake. However, the signal was actually the recording of the #landslide.

TL:DR - there was no earthquake, it was a landslide.

Post by @drwendyrocks.bsky.social — Bluesky

https://bsky.app/profile/drwendyrocks.bsky.social/post/3mtyq7mk4yc2a

What To Watch On YouTube Right Now – Part 151

Welcome back my readers, YouTube viewers and all others who followed this series of articles focused on YouTube videos worth watching.

Have you been searching for something fun or interesting to watch on YouTube? Do you feel bored right now and you crave for something to see on the world’s most popular online video destination?

I recommend you check out the following videos I found.

#1 Ashleigh Burton reacts to Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb – When it comes to movies about the Cold War and the rivalry between the United States and the Soviet Union, Stanley Kubrick’s 1964 movie Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb stood out with its very unique presentation backed with memorable performances by Peter Sellers and George C. Scott. The film was a satire about the Cold War tensions between America and Russia, and it gave moviegoers a unique look as to what could have happened behind the secured government offices and how each nation communicated with each other over the hotline. Kubrick’s film is so significant, it got featured in many movie reaction videos on YouTube and I had fun watching Ashleigh Burton’s reaction video. Go watch it now!

https://youtu.be/0UvpfBk4Kmw?si=FxiDWW7e-nuh0uXa

#2 Behind the Scenes Making of Resident Evil (1996) – It has been over thirty years since Resident Evil was first released and today it has grown into a multimedia entertainment franchise still driven by video game productions. Although many video game publications published a lot of articles about the original game from 1996, none of them captured the behind-the-scenes making at Capcom which the YouTube video below features. Even if you are not a Resident Evil fan, I still encourage you to watch it as you can learn a lot about the process, the hard work done by the Japanese and insight shared by Shinji Mikami.

https://youtu.be/fAL9T9U2xTE?si=8Ubd690wH15EmiVK

#3 The Multi-million Dollar Theft With Fake Coupons – Over a decade ago, someone in the state of Arizona started an illegal operation using fake coupons which grew so dramatically, it became a shadow enterprise and two more people got involved. The operation of multiple fake shopping coupons robbed corporations several millions of Dollars and the one who started it got so rich she even bought herself many luxury vehicles. To find out the details about this true crime story, watch the video below and pay close attention.

https://youtu.be/Aggc-E0T2ak?si=Xk1F8CtTkaQV8TZ1

#4 Austria Fought Back Against Islam – Massive immigration that includes Islamists who are obsessed with conquering new nations is very clearly dangerous and even toxic. With so many illegal aliens/immigrants and Muslims in Europe, it is clear that the future of the Europeans is looking more uncertain as time passes. Among them is Austria which boldly made changes to prioritize its own people and preserve its rich culture by pushing back hard against Islamists. Already there were Islamic scandals that were uncovered there in Austria. Watch and learn from the Fall of Nations video below.

https://youtu.be/n5MVM52exGs?si=uH6a53eb4aE5fxWJ

#5 The Fall of BuzzFeed – Remember how popular BuzzFeed was? Even though a lot of people got lured by them, I never trusted BuzzFeed and I was never interested with their videos and other online gimmicks. BuzzFeed was also a very questionable participant in journalism no matter what they did to gain credibility. Fortunately for the world, BuzzFeed collapsed and deservedly so. To find out why, watch MAGAmark’s video below.

https://youtu.be/SikAZ0zaQ7g?si=BVVNDGBR0BgVg8-6

#6 Record-breaking Rainfall Hits Chiba Prefecture in Japan – Apart from being vulnerable to earthquakes which is connected with being located within the Pacific Ring of Fire, Japan also has its share of struggles with immense rainfall and flooding. Recently, record-breaking rainfall hit Chiba Prefecture causing a lot of flood and hardship for the Japanese. If you were a constant visitor to Japan, was there ever a time when you got caught in heavy rain and flooding there? Watch and learn from the Nippon TV video below.

https://youtu.be/5Su4DzVfZkk?si=r66FP6RNdsfHH-Vr

#7 Role-playing Games About 1990s Anime – Believe it or not, there are indeed role-playing games (RPGs) based on anime properties that were popular in the 1990s. Of course, a lot of those anime-based RPGs were released only in Japan and some of them became playable with English translations through digital patches, emulation and fan-made translations. If you are into retro gaming, anime, RPGs and the 1990s, watch the Gaming Broductions video below.

https://youtu.be/cK2Gp-mosxo?si=laqA-8XHec40S9zc

#8 Assorted Pacific Rim Reaction Videos – When Pacific Rim was released in cinemas worldwide in 2013, I never bothered to watch it in the local cinema. Here in the Philippines, there was a lot of pre-release buzz that Manila would appear in the movie and so many local film buffs got excited. The movie eventually grossed over $400 million worldwide through theaters and a lot of people enjoyed its high-quality visuals, intense battles and the special attention to detail invested on the size and scale of the locations. The movie has been featured in several reaction videos and posted below are the entertaining ones to watch.

https://youtu.be/k9jIe3pN6Dk?si=WM6NvAh-8gvx_Jow

https://youtu.be/uVEqUuGtrd4?si=J8kt1MeCAXL5yIhr

https://youtu.be/uoNPvcreM8s?si=UVW8q4m2a7ov9fLI

#9 Ranting for Vengeance Slams Video Essay Slop on YouTube – It is not a secret that YouTube is filled not only with artificial intelligence (AI) slop but also video essays made by individuals who arrogantly think of themselves as experts and wise creators. In his recent video, Ranting for Vengeance slammed the video essay slop on YouTube and explained in detail what kind of people created those videos, what their agenda and why people should not allow themselves to be influenced by them. I encourage you to watch the video below now.

https://youtu.be/r8hhXBuXNb4?si=z_nZ3U4n_QGwNaFC

#10 Shallow Focus is a Disease in Movies – There is a new trend that has influence the production of movies in Hollywood (AKA Commiewood) for many years now and it has literally become a disease which made the viewing of movies undesirable. The disease is shallow focus which occurs when the area of sharpness in front of a camera lens is very narrow which results in blurry backgrounds. Shallow focus is being abused in modern-day filmmaking and it is only getting worse. That said, I encourage you all to watch Rowan J Coleman’s video below and share it to as many film buffs as possible.

https://youtu.be/2I4X14L5WsA?si=cSdYmBW4QTsqR6hH

+++++

Thank you for reading. If you find this article engaging, please click the like button below, share this article to others and also please consider making a donation to support my publishing. If you are looking for a copywriter to create content for your special project or business, check out my services and my portfolio. Feel free to contact me with a private message. Also please feel free to visit my Facebook page Author Carlo Carrasco and follow me on Twitter at @CarloCarrascoPH as well as on Tumblr at https://carlocarrasco.tumblr.com/ and on Instagram athttps://www.instagram.com/authorcarlocarrasco

What To Watch On YouTube Right Now – Part 151

Welcome back my readers, YouTube viewers and all others who followed this series of articles focused on YouTube videos worth watching.

Have you been searching for something fun or interesting to watch on YouTube? Do you feel bored right now and you crave for something to see on the world’s most popular online video destination?

I recommend you check out the following videos I found.

#1 Ashleigh Burton reacts to Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb – When it comes to movies about the Cold War and the rivalry between the United States and the Soviet Union, Stanley Kubrick’s 1964 movie Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb stood out with its very unique presentation backed with memorable performances by Peter Sellers and George C. Scott. The film was a satire about the Cold War tensions between America and Russia, and it gave moviegoers a unique look as to what could have happened behind the secured government offices and how each nation communicated with each other over the hotline. Kubrick’s film is so significant, it got featured in many movie reaction videos on YouTube and I had fun watching Ashleigh Burton’s reaction video. Go watch it now!

https://youtu.be/0UvpfBk4Kmw?si=FxiDWW7e-nuh0uXa

#2 Behind the Scenes Making of Resident Evil (1996) – It has been over thirty years since Resident Evil was first released and today it has grown into a multimedia entertainment franchise still driven by video game productions. Although many video game publications published a lot of articles about the original game from 1996, none of them captured the behind-the-scenes making at Capcom which the YouTube video below features. Even if you are not a Resident Evil fan, I still encourage you to watch it as you can learn a lot about the process, the hard work done by the Japanese and insight shared by Shinji Mikami.

https://youtu.be/fAL9T9U2xTE?si=8Ubd690wH15EmiVK

#3 The Multi-million Dollar Theft With Fake Coupons – Over a decade ago, someone in the state of Arizona started an illegal operation using fake coupons which grew so dramatically, it became a shadow enterprise and two more people got involved. The operation of multiple fake shopping coupons robbed corporations several millions of Dollars and the one who started it got so rich she even bought herself many luxury vehicles. To find out the details about this true crime story, watch the video below and pay close attention.

https://youtu.be/Aggc-E0T2ak?si=Xk1F8CtTkaQV8TZ1

#4 Austria Fought Back Against Islam – Massive immigration that includes Islamists who are obsessed with conquering new nations is very clearly dangerous and even toxic. With so many illegal aliens/immigrants and Muslims in Europe, it is clear that the future of the Europeans is looking more uncertain as time passes. Among them is Austria which boldly made changes to prioritize its own people and preserve its rich culture by pushing back hard against Islamists. Already there were Islamic scandals that were uncovered there in Austria. Watch and learn from the Fall of Nations video below.

https://youtu.be/n5MVM52exGs?si=uH6a53eb4aE5fxWJ

#5 The Fall of BuzzFeed – Remember how popular BuzzFeed was? Even though a lot of people got lured by them, I never trusted BuzzFeed and I was never interested with their videos and other online gimmicks. BuzzFeed was also a very questionable participant in journalism no matter what they did to gain credibility. Fortunately for the world, BuzzFeed collapsed and deservedly so. To find out why, watch MAGAmark’s video below.

https://youtu.be/SikAZ0zaQ7g?si=BVVNDGBR0BgVg8-6

#6 Record-breaking Rainfall Hits Chiba Prefecture in Japan – Apart from being vulnerable to earthquakes which is connected with being located within the Pacific Ring of Fire, Japan also has its share of struggles with immense rainfall and flooding. Recently, record-breaking rainfall hit Chiba Prefecture causing a lot of flood and hardship for the Japanese. If you were a constant visitor to Japan, was there ever a time when you got caught in heavy rain and flooding there? Watch and learn from the Nippon TV video below.

https://youtu.be/5Su4DzVfZkk?si=r66FP6RNdsfHH-Vr

#7 Role-playing Games About 1990s Anime – Believe it or not, there are indeed role-playing games (RPGs) based on anime properties that were popular in the 1990s. Of course, a lot of those anime-based RPGs were released only in Japan and some of them became playable with English translations through digital patches, emulation and fan-made translations. If you are into retro gaming, anime, RPGs and the 1990s, watch the Gaming Broductions video below.

https://youtu.be/cK2Gp-mosxo?si=laqA-8XHec40S9zc

#8 Assorted Pacific Rim Reaction Videos – When Pacific Rim was released in cinemas worldwide in 2013, I never bothered to watch it in the local cinema. Here in the Philippines, there was a lot of pre-release buzz that Manila would appear in the movie and so many local film buffs got excited. The movie eventually grossed over $400 million worldwide through theaters and a lot of people enjoyed its high-quality visuals, intense battles and the special attention to detail invested on the size and scale of the locations. The movie has been featured in several reaction videos and posted below are the entertaining ones to watch.

https://youtu.be/k9jIe3pN6Dk?si=WM6NvAh-8gvx_Jow

https://youtu.be/uVEqUuGtrd4?si=J8kt1MeCAXL5yIhr

https://youtu.be/uoNPvcreM8s?si=UVW8q4m2a7ov9fLI

#9 Ranting for Vengeance Slams Video Essay Slop on YouTube – It is not a secret that YouTube is filled not only with artificial intelligence (AI) slop but also video essays made by individuals who arrogantly think of themselves as experts and wise creators. In his recent video, Ranting for Vengeance slammed the video essay slop on YouTube and explained in detail what kind of people created those videos, what their agenda and why people should not allow themselves to be influenced by them. I encourage you to watch the video below now.

https://youtu.be/r8hhXBuXNb4?si=z_nZ3U4n_QGwNaFC

#10 Shallow Focus is a Disease in Movies – There is a new trend that has influence the production of movies in Hollywood (AKA Commiewood) for many years now and it has literally become a disease which made the viewing of movies undesirable. The disease is shallow focus which occurs when the area of sharpness in front of a camera lens is very narrow which results in blurry backgrounds. Shallow focus is being abused in modern-day filmmaking and it is only getting worse. That said, I encourage you all to watch Rowan J Coleman’s video below and share it to as many film buffs as possible.

https://youtu.be/2I4X14L5WsA?si=cSdYmBW4QTsqR6hH

+++++

Thank you for reading. If you find this article engaging, please click the like button below, share this article to others and also please consider making a donation to support my publishing. If you are looking for a copywriter to create content for your special project or business, check out my services and my portfolio. Feel free to contact me with a private message. Also please feel free to visit my Facebook page Author Carlo Carrasco and follow me on Twitter at @CarloCarrascoPH as well as on Tumblr at https://carlocarrasco.tumblr.com/ and on Instagram athttps://www.instagram.com/authorcarlocarrasco

What To Watch On YouTube Right Now – Part 151

Welcome back my readers, YouTube viewers and all others who followed this series of articles focused on YouTube videos worth watching.

Have you been searching for something fun or interesting to watch on YouTube? Do you feel bored right now and you crave for something to see on the world’s most popular online video destination?

I recommend you check out the following videos I found.

#1 Ashleigh Burton reacts to Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb – When it comes to movies about the Cold War and the rivalry between the United States and the Soviet Union, Stanley Kubrick’s 1964 movie Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb stood out with its very unique presentation backed with memorable performances by Peter Sellers and George C. Scott. The film was a satire about the Cold War tensions between America and Russia, and it gave moviegoers a unique look as to what could have happened behind the secured government offices and how each nation communicated with each other over the hotline. Kubrick’s film is so significant, it got featured in many movie reaction videos on YouTube and I had fun watching Ashleigh Burton’s reaction video. Go watch it now!

https://youtu.be/0UvpfBk4Kmw?si=FxiDWW7e-nuh0uXa

#2 Behind the Scenes Making of Resident Evil (1996) – It has been over thirty years since Resident Evil was first released and today it has grown into a multimedia entertainment franchise still driven by video game productions. Although many video game publications published a lot of articles about the original game from 1996, none of them captured the behind-the-scenes making at Capcom which the YouTube video below features. Even if you are not a Resident Evil fan, I still encourage you to watch it as you can learn a lot about the process, the hard work done by the Japanese and insight shared by Shinji Mikami.

https://youtu.be/fAL9T9U2xTE?si=8Ubd690wH15EmiVK

#3 The Multi-million Dollar Theft With Fake Coupons – Over a decade ago, someone in the state of Arizona started an illegal operation using fake coupons which grew so dramatically, it became a shadow enterprise and two more people got involved. The operation of multiple fake shopping coupons robbed corporations several millions of Dollars and the one who started it got so rich she even bought herself many luxury vehicles. To find out the details about this true crime story, watch the video below and pay close attention.

https://youtu.be/Aggc-E0T2ak?si=Xk1F8CtTkaQV8TZ1

#4 Austria Fought Back Against Islam – Massive immigration that includes Islamists who are obsessed with conquering new nations is very clearly dangerous and even toxic. With so many illegal aliens/immigrants and Muslims in Europe, it is clear that the future of the Europeans is looking more uncertain as time passes. Among them is Austria which boldly made changes to prioritize its own people and preserve its rich culture by pushing back hard against Islamists. Already there were Islamic scandals that were uncovered there in Austria. Watch and learn from the Fall of Nations video below.

https://youtu.be/n5MVM52exGs?si=uH6a53eb4aE5fxWJ

#5 The Fall of BuzzFeed – Remember how popular BuzzFeed was? Even though a lot of people got lured by them, I never trusted BuzzFeed and I was never interested with their videos and other online gimmicks. BuzzFeed was also a very questionable participant in journalism no matter what they did to gain credibility. Fortunately for the world, BuzzFeed collapsed and deservedly so. To find out why, watch MAGAmark’s video below.

https://youtu.be/SikAZ0zaQ7g?si=BVVNDGBR0BgVg8-6

#6 Record-breaking Rainfall Hits Chiba Prefecture in Japan – Apart from being vulnerable to earthquakes which is connected with being located within the Pacific Ring of Fire, Japan also has its share of struggles with immense rainfall and flooding. Recently, record-breaking rainfall hit Chiba Prefecture causing a lot of flood and hardship for the Japanese. If you were a constant visitor to Japan, was there ever a time when you got caught in heavy rain and flooding there? Watch and learn from the Nippon TV video below.

https://youtu.be/5Su4DzVfZkk?si=r66FP6RNdsfHH-Vr

#7 Role-playing Games About 1990s Anime – Believe it or not, there are indeed role-playing games (RPGs) based on anime properties that were popular in the 1990s. Of course, a lot of those anime-based RPGs were released only in Japan and some of them became playable with English translations through digital patches, emulation and fan-made translations. If you are into retro gaming, anime, RPGs and the 1990s, watch the Gaming Broductions video below.

https://youtu.be/cK2Gp-mosxo?si=laqA-8XHec40S9zc

#8 Assorted Pacific Rim Reaction Videos – When Pacific Rim was released in cinemas worldwide in 2013, I never bothered to watch it in the local cinema. Here in the Philippines, there was a lot of pre-release buzz that Manila would appear in the movie and so many local film buffs got excited. The movie eventually grossed over $400 million worldwide through theaters and a lot of people enjoyed its high-quality visuals, intense battles and the special attention to detail invested on the size and scale of the locations. The movie has been featured in several reaction videos and posted below are the entertaining ones to watch.

https://youtu.be/k9jIe3pN6Dk?si=WM6NvAh-8gvx_Jow

https://youtu.be/uVEqUuGtrd4?si=J8kt1MeCAXL5yIhr

https://youtu.be/uoNPvcreM8s?si=UVW8q4m2a7ov9fLI

#9 Ranting for Vengeance Slams Video Essay Slop on YouTube – It is not a secret that YouTube is filled not only with artificial intelligence (AI) slop but also video essays made by individuals who arrogantly think of themselves as experts and wise creators. In his recent video, Ranting for Vengeance slammed the video essay slop on YouTube and explained in detail what kind of people created those videos, what their agenda and why people should not allow themselves to be influenced by them. I encourage you to watch the video below now.

https://youtu.be/r8hhXBuXNb4?si=z_nZ3U4n_QGwNaFC

#10 Shallow Focus is a Disease in Movies – There is a new trend that has influence the production of movies in Hollywood (AKA Commiewood) for many years now and it has literally become a disease which made the viewing of movies undesirable. The disease is shallow focus which occurs when the area of sharpness in front of a camera lens is very narrow which results in blurry backgrounds. Shallow focus is being abused in modern-day filmmaking and it is only getting worse. That said, I encourage you all to watch Rowan J Coleman’s video below and share it to as many film buffs as possible.

https://youtu.be/2I4X14L5WsA?si=cSdYmBW4QTsqR6hH

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Thank you for reading. If you find this article engaging, please click the like button below, share this article to others and also please consider making a donation to support my publishing. If you are looking for a copywriter to create content for your special project or business, check out my services and my portfolio. Feel free to contact me with a private message. Also please feel free to visit my Facebook page Author Carlo Carrasco and follow me on Twitter at @CarloCarrascoPH as well as on Tumblr at https://carlocarrasco.tumblr.com/ and on Instagram athttps://www.instagram.com/authorcarlocarrasco

The Portrait of Flood Risk in Italy - Past, Present and Future, From 1870 to 2100
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https://doi.org/10.1029/2026GL122987 <-- shared paper
--
“ABSTRACT: Among European countries, Italy ranks as one of the most susceptible to flood risk. While this figure is already substantial, climate change and rapid urbanization in flood-prone areas have been identified as the two main drivers expected to elevate the number of individuals at risk. This study offers a comprehensive assessment of these two drivers of flood risk in Italy over 230 years, from 1870 to 2100, focusing on how they interact to increase risk. Using the large-scale flood risk model RESCUE-FR, [the authors] analyze[d] the population at risk under the 200-year return period scenario to provide a targeted assessment of population risk, how it has evolved in the past, and its projection in the future. [Their] findings indicate that while historical flood risk in Italy has primarily been influenced by population growth and migration into at-risk areas, future projections suggest that climate change will become the dominant driver of flood risk.
PLAIN LANGUAGE SUMMARY: Italy is one of the European countries most at risk of flooding. This study examines the impact of two risk factors on flood risk in Italy over the long term, from 1870 to 2100: climate change and the evolution of population in areas prone to flooding. Using a large-scale flood risk model, [they] simulated different scenarios for different time periods, such as with and without climate change, to estimate how each factor contributes to the number of people exposed to floods in the past and future. [Their] results show that population growth and migration into flood-prone areas were the main reasons for the increased risk in the past. In the future, however, climate change is likely to become the dominant factor, putting more people at risk. Understanding how these factors interact can help communities to plan more effectively for floods and reduce the number of people affected…”
#flood #flooding #risk #hazard #Italy #Europe #national #history #historic #cost #damage #infrastructure #floodrisk #population #urbanisation #development #climatechange #extremeweather #dominantfactor #floodprone #national #regional #spatialanalysis #spatiotemporal #model #RESCUEFR #modeling #factors #parameters #drivers #publicsafety

Waste-to-Energy Program in the Philippines To Push Ahead

Following his inspection in Las Piñas City, Philippine President Ferdinand “Bongbong” Marcos, Jr., announced that the government will push ahead with its waste-to-energy program, according to a news article by the Philippine News Agency (PNA). Metro Manila was recently hit hard by heavy rain during the weekend of August 8-9 and flooding happened in many parts of the metropolis as garbage clogged waterways.

To put things in perspective, posted below is an excerpt from the PNA article. Some parts in boldface…

President Ferdinand R. Marcos Jr. said Tuesday the government will push ahead with its waste-to-energy program as part of efforts to address garbage buildup in waterways and help mitigate flooding.

Marcos raised the issue after inspecting a high-vacuum self-priming drainage trailer pump in Barangay Zapote, Las Piñas City, amid heavy rains brought by two back-to-back tropical cyclones and the enhanced southwest monsoon or “habagat” in parts of Luzon.

The President said garbage had accumulated in waterways in nearby Parañaque City after floodwaters opened drainage channels, with high tide causing the waste to be trapped.

“Nakita niyo ‘yung mga picture, punong-puno ng basura ‘yung mga kanal na hindi naman galing sa Parañaque, galing sa ibang lugar ‘yun (You saw the pictures – the canals were full of garbage that did not come from Parañaque. It came from other places),” Marcos said.

He urged local government units (LGUs) and the public to dispose of waste properly, warning that garbage dumped indiscriminately could worsen flooding and cause significant damage.

Marcos said the government will continue its waste-to-energy program, which involves processing garbage to generate electricity.

“Kami naman sa pamahalaan, itutuloy na namin ‘yung sa waste-to-energy program. ‘Yun ‘yung kinukuha ‘yung basura at ito ay pino-process at ginagawang kuryente (For the government’s part, we will continue with the waste-to-energy program. It takes garbage, processes it, and turns it into electricity),” he said.

“Napakalaking bagay niyan kapag nagawa natin (That would be a very significant thing once we accomplish it).”

Marcos said waste-to-energy technology is already established, indicating that the government sees the program as a viable long-term measure for addressing the country’s waste problem.

Let me end this post by asking you readers: What is your reaction to this recent development? Do you think the national government will succeed with pushing forward with the waste-to-energy program?

You may answer in the comments below. If you prefer to answer privately, you may do so by sending me a direct message online.

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Thank you for reading. If you find this article engaging, please click the like button below, share this article to others and also please consider making a donation to support my publishing. If you are looking for a copywriter to create content for your special project or business, check out my services and my portfolio. Feel free to contact me with a private message. Also please feel free to visit my Facebook page Author Carlo Carrasco and follow me on Twitter at @CarloCarrascoPH as well as on Tumblr at https://carlocarrasco.tumblr.com/ and on Instagram athttps://www.instagram.com/authorcarlocarrasco

For more South Metro Manila community news and developments, come back here soon. Also say NO to fake news, NO to irresponsible journalism, NO to misinformation, NO to plagiarists, NO to reckless publishers and NO to sinister propaganda when it comes to news and developments. For South Metro Manila community developments, member engagement, commerce and other relevant updates, join the growing South Metro Manila Facebook group at https://www.facebook.com/groups/342183059992673

Socio-Hydrology Modeling Captures How Inequalities Impact Community Flood Resilience
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https://doi.org/10.1029/2025WR041393 <-- shared paper
--
https://www.americanprogress.org/article/how-fema-can-build-rural-resilience-through-disaster-preparedness/ <-- shared technical/opinion article
--
https://www.carbonbrief.org/us-flooding-increase-will-disproportionately-impact-black-and-low-income-groups <-- shared technical/opinion article
--
https://headwaterseconomics.org/natural-hazards/unequal-impacts-of-flooding/ <-- shared technical/opinion article
--
https://youtu.be/8jVRsD8wgMM?si=qBHchWZWkYRGbTdE <-- shared opinion video
--
https://fedcommunities.org/lower-income-neighborhoods-face-greater-flood-risk-tougher-recovery/ <-- shared technical/opinion article
--
H/T @matthew Preisser | PhD Civil Engineering, Natural Hazard Modeler and Socio-Hydrologists
“How can we better understand the dynamic feedbacks between the environment and society?
Socio-hydrology models are often built around the assumption that cities act as homogeneous entities, without capturing the variable capacity of communities with different underlying socioeconomic characteristics to respond to and recover from disasters.
In this study, [the authors] developed a disaggregated approach to model community-specific adaptive capacity, allowing [them] to examine how inequalities influence flood recovery and resilience. This framework provide[d] a basis for exploring hypotheses about the relationships between growth, inequality, and community resilience in the face of flood hazards.
[Their] results highlighted] the importance of considering community-level dynamics when developing flood mitigation and disaster response strategies that balance economic growth with equity. Many challenges remain in applying socio-hydrology models to real-world settings, but this work takes a step toward incorporating more realistic representations of socioeconomic inequality into human–water systems while preserving the generality and flexibility that make conceptual models useful…”
#risk #hazard #water #hydrology #flood #society #flooding #USA #SocioHydrology #naturalhazard #socioeconomic #population #demographics #infrastructure #damage #disaster #disaggregated #model #modeling #community #adaptiveresponse #growth #inequality #communityresilience #floodhazard #floodmitigation #disasterresponse #equity #city #town #rural #urban #economy #cost

Flash Flood Destroys Golf Cart Business https://www.rawchili.com/5067467/ #business #Chattanooga #ChrisPoe #FlashFlooding #Flooding #GoFundMe #golf #GolfCarts #Recovery #ScenicCityGolfCarts #StandiferGapRoad #Tennessee

Flash Flood Destroys Golf Cart Business https://www.rawchili.com/5067467/ #business #Chattanooga #ChrisPoe #FlashFlooding #Flooding #GoFundMe #golf #GolfCarts #Recovery #ScenicCityGolfCarts #StandiferGapRoad #Tennessee

Flash Flood Destroys Golf Cart Business

CHATTANOOGA, Tenn. (WDEF) – A Chattanooga golf cart business is working to recover after flash flooding Friday wiped…
#Golf #News #business #Chattanooga #ChrisPoe #FlashFlooding #Flooding #GoFundMe #golfcarts #recovery #ScenicCityGolfCarts #StandiferGapRoad #Tennessee
https://www.europesays.com/golf/48016/

https://www.fogolf.com/1350210/flash-flood-destroys-golf-cart-business/ Flash Flood Destroys Golf Cart Business #business #Chattanooga #ChrisPoe #FlashFlooding #FLOODING #GoFundMe #Golf #GolfCarts #GolfNews #Recovery #ScenicCityGolfCarts #StandiferGapRoad #tennessee

https://www.fogolf.com/1350210/flash-flood-destroys-golf-cart-business/ Flash Flood Destroys Golf Cart Business #business #Chattanooga #ChrisPoe #FlashFlooding #FLOODING #GoFundMe #Golf #GolfCarts #GolfNews #Recovery #ScenicCityGolfCarts #StandiferGapRoad #tennessee

https://www.fogolf.com/1350210/flash-flood-destroys-golf-cart-business/ Flash Flood Destroys Golf Cart Business #business #Chattanooga #ChrisPoe #FlashFlooding #FLOODING #GoFundMe #Golf #GolfCarts #GolfNews #Recovery #ScenicCityGolfCarts #StandiferGapRoad #tennessee

https://www.fogolf.com/1350210/flash-flood-destroys-golf-cart-business/ Flash Flood Destroys Golf Cart Business #business #Chattanooga #ChrisPoe #FlashFlooding #FLOODING #GoFundMe #Golf #GolfCarts #GolfNews #Recovery #ScenicCityGolfCarts #StandiferGapRoad #tennessee

Flood And Landslide Susceptibility Assessment And Multi Hazard Interaction Mapping Using Machine Learning And GIS For Sustainable Settlement Planning In Nepal
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https://doi.org/10.1007/s44288-026-00670-8 <-- shared paper
--
H/T @Narayan Thapa | Earth Data Modeling
“Nepal lies within an active seismic zone and is influenced by most dynamic climatic systems in the world. It faces compounding floods and landslide threats. Impacts are worst where multi-hazard interactions create spatially linked corridors. Despite frequent co-occurrence, national-scale assessments remain limited. This study presents machine learning and GIS-based approach to map nationwide susceptibility to floods, landslides, and identify their potential interaction zones, and delineate critical multi-hazard flow zones through spatial adjacency analysis. Using Google Earth Engine, the Random Forest model integrates topographic, climatic, environmental, and hydrological datasets to overcome subjective expert-driven methods. The model achieved strong predictive accuracy (AUC: 0.84 for floods, 0.85 for landslides). The results showed 19% of Nepal’s lowlands are medium to very highly susceptible to inundation, threatening approximately 900,000 people and over 3.4 million buildings; whilst in the hilly terrains, 40% is susceptible to slope-failure endangering 200,000 people and about 0.6 million buildings. K-means clustering followed by spatial adjacency analysis identified four spatial zonation: 81% of national area as low-hazard zone, 9% as flood-only zone, 5% as landslide-only zone, and 5% as interaction zones. Critical multi-hazard flow zone covering 7,588 km² represents spatially connected corridors linking interaction zones to downstream flood-prone populated areas, affecting 88 km² built-up land and 1,722 km² cropland. These zones represent susceptibility-based spatial connectivity rather than physically simulated cascading processes. These findings support recommendations for risk-informed land-use planning, resilient infrastructure development and climate adaptation aligned to sustainable development and investment risk screening…”
#GIS #spatial #mapping #GoogleEarthEngine #MachineLearning #RemoteSensing #GeospatialAI #DisasterRiskReduction #MultiHazard #ClimateAdaptation #climatechange #extremeweather #LandUsePlanning #SustainableDevelopment #InfrastructurePlanning #RiskAssessment #NaturalHazards #Nepal #EarthObservation #HinduKushHimalaya #HKH #HinduKush #Himalayas #risk #hazard #assessment #national #regional #spatialanalysis #spatiotemporal #massmovement #landslide #assessment #mitigation #water #hydrology #flood #flooding #sustainability

Modeling Flood Susceptibility Utilizing Advanced Ensemble Machine Learning Techniques in the Marand Plain [Iran]
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https://doi.org/10.3390/geosciences15030110 <-- shared paper
--
H/T @Geosciences MDPI
“This study applies advanced machine learning algorithms to map flood susceptibility in northwest Iran. The results demonstrate strong predictive performance, with the Locally Weighted Linear model delivering the highest accuracy and providing valuable guidance for flood-risk management and disaster mitigation…”
--
“Flooding is one of the most significant natural hazards in Iran, primarily due to the country’s arid and semi-arid climate, irregular rainfall patterns, and substantial changes in watershed conditions. These factors combine to make floods a frequent cause of disasters. In this case study, flood susceptibility patterns in the Marand Plain, located in the East Azerbaijan Province in northwest Iran, were analyzed using five machine learning (ML) algorithms: M5P model tree, Random SubSpace (RSS), Random Forest (RF), Bagging, and Locally Weighted Linear (LWL). The modeling process incorporated twelve meteorological, hydrological, and geographical factors affecting floods at 485 identified flood-prone points. The data were analyzed using a geographic information system, with the dataset divided into 70% for training and 30% for testing to build and validate the models. An information gain ratio and multicollinearity analysis were employed to assess the influence of various factors on flood occurrence, and flood-related variables were classified using quantile classification. The frequency ratio method was used to evaluate the significance of each factor. Model performance was evaluated using statistical measures, including the Receiver Operating Characteristic (ROC) curve. All models demonstrated robust performance, with an area under the ROC curve (AUROC) exceeding 0.90. Among the models, the LWL algorithm delivered the most accurate predictions, followed by RF, M5P, Bagging, and RSS. The LWL-generated flood susceptibility map classified 9.79% of the study area as highly susceptible to flooding, 20.73% as high, 38.51% as moderate, 29.23% as low, and 1.74% as very low. The findings of this research provide valuable insights for government agencies, local authorities, and policymakers in designing strategies to mitigate flood-related risks. This study offers a practical framework for reducing the impact of future floods through informed decision-making and risk management strategies…”
#FloodSusceptibility #FloodRisk #MachineLearning #GIS #NaturalHazards #DisasterManagement #FloodModeling #Hydrology #EnvironmentalMonitoring #RiskAssessment #GeospatialAnalysis #ClimateResilience #GIS #spatial #mapping #Iran #MarandPlain #EastAzerbaijan #machinelearning #AI #floodhazard #floodvulnerability #flood #flooding #water #hydrography #hydrology #model #modeling #risk #hazard #rainfall #precipitation #extremeweather #spatialanalysis #spatiotemporal #modelperformance #policy #planning #mitigation #design #riskmanagement

[Open] Data Related To Flood Mapping [Canada]
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https://natural-resources.canada.ca/science-data/science-research/natural-hazards/flood-mapping/data-related-flood-mapping <-- shared link to technical details
--
https://app.geo.ca/en-ca/map-browser/record/a13a2575-5bda-4bfd-a9b1-5bd2dd583f09 <-- shared map/data-portal link, Canada Flood Map Inventory (CFM)
--
https://open.canada.ca/data/en/dataset/1074f781-85d3-4c86-86cb-fd1c339197dc <-- shared data-portal link, Canada Flood Susceptibility Index
--
https://doi.org/10.3390/ECWS-7-14235 <-- shared (2023) paper
--
https://doi.org/10.1002/2017WR020917 <-- shared (2017) paper
--
H/T @Michael DePue | VP & AtkinsRéalis Fellow for Water Resources Engineering | PE, PMP, CFM
“At the Canadian Water Resources Association National Conference in Winnipeg, colleagues shared insights from Canada's Flood Hazard Identification and Mapping Program. This initiative has seen over 400 flood mapping projects and more than 1,000 flood hazard maps produced, supported by a substantial investment of $164.2 million from 2024 to 2028.
Two key datasets:
• The Canada Flood Map Inventory, which records the locations of flood hazard maps and provides information on how to access them.
• The national Flood Susceptibility Index, a machine-learning assessment of flood-prone areas, including regions that have not been mapped in detail.
When these two layers are combined on a single screen, it becomes clear where future mapping efforts should be directed — specifically, areas with high susceptibility that currently lack detailed maps…”
#water #hydrography #flood #flooding #risk #hazard #model #modeling #fedscience #publicsafety #humaninpacts #opendata #Canada #GIS #spatial #mapping #damage #infrastructure #floodmapping #prediction #spatialanalysis #spatiotemporal #historic #current #future #preduction #extremeweather #metrology #rainfall #precipitation #atmosphericriver #FloodMapInventory #CFM #floodhazard #FloodSusceptibilityIndex #floodprone #research #susceptibility
@NRCAN

Cartoonjournaal 2 augustus 2026:

'Droogte bedreigt dijken in West-Nederland...'

#migratie #Ceuta #verdroging #dijkdoorbraak #vluchtelingen #azc #opvang #extreemrechts #Limburg #veendijken #overstroming #klimaatverandering #Spreidingswet #ClimateChange #migration #heat #flooding #environment

Coupled Hydrological And Public Health Risks From Urban Flooding - Integrated Remote Sensing, Machine Learning, And Hydrodynamic–Ecological Modelling
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https://doi.org/10.1016/j.jhydrol.2026.135999 <-- shared paper
--
https://youtu.be/VHzYLvSYR7k?si=5oGGPeH6T0dFusfY <-- recent overview video created about the research
--
https://doi.org/10.1016/j.wroa.2025.100396 <-- share (earlier) paper
--
H/T @RAHUL DEOPA | Research Scholar (IIT Roorkee)
“… [U]rban floods are not merely hydraulic events; they also transport sewage, pathogens, and other contaminants across streets and communities, leading to significant public health risks…
How do we quantify microbial contamination in near real time during a flood event, when emergency conditions make field sampling unsafe, sparse, or even impossible?...
[The authors] explored whether Earth observation data, combined with machine learning, could bridge this critical monitoring gap. By combining Landsat-derived water surface temperature, machine learning, a coupled MIKE+ Flood–ECO Lab hydrodynamic–ecological model, and Quantitative Microbial Risk Assessment (QMRA), [they] estimated microbial concentrations (𝘌. 𝘤𝘰𝘭𝘪), simulated their fate and transport during floods, and quantified the associated human health risks.
The takeaway: predicting flood risk isn't just about where the water goes; it's about what it's carrying and who it puts in harm's way. Earth observation and machine learning can help close that gap when it matters most, during the emergency, not weeks after…”
#publichealth #risk #hazard #watersecurity #Floodrisk #Humanhealthrisk #Urbanflooding #Hydrodynamicmodelling #waterquality #model #modeling #SupportVectorRegression #flood #flooding #urban #city #sewage #pathogens #contaminant #disease #streets #community #quantification #remotesensing #GIS #spatial #mapping #earthobservation #spatialanalysis #water #hydrology #climatechange #extremeweather #spatiotemporal #AI #machineleraning #fateandtransport #hydrodynamic #microbial #rainfall #drainage #streamflow #topography #hydrogeomorphology #Delhi #India #floodplain

Coupled Hydrological And Public Health Risks From Urban Flooding - Integrated Remote Sensing, Machine Learning, And Hydrodynamic–Ecological Modelling
--
https://doi.org/10.1016/j.jhydrol.2026.135999 <-- shared paper
--
https://youtu.be/VHzYLvSYR7k?si=5oGGPeH6T0dFusfY <-- recent overview video created about the research
--
https://doi.org/10.1016/j.wroa.2025.100396 <-- share (earlier) paper
--
H/T @RAHUL DEOPA | Research Scholar (IIT Roorkee)
“… [U]rban floods are not merely hydraulic events; they also transport sewage, pathogens, and other contaminants across streets and communities, leading to significant public health risks…
How do we quantify microbial contamination in near real time during a flood event, when emergency conditions make field sampling unsafe, sparse, or even impossible?...
[The authors] explored whether Earth observation data, combined with machine learning, could bridge this critical monitoring gap. By combining Landsat-derived water surface temperature, machine learning, a coupled MIKE+ Flood–ECO Lab hydrodynamic–ecological model, and Quantitative Microbial Risk Assessment (QMRA), [they] estimated microbial concentrations (𝘌. 𝘤𝘰𝘭𝘪), simulated their fate and transport during floods, and quantified the associated human health risks.
The takeaway: predicting flood risk isn't just about where the water goes; it's about what it's carrying and who it puts in harm's way. Earth observation and machine learning can help close that gap when it matters most, during the emergency, not weeks after…”
#publichealth #risk #hazard #watersecurity #Floodrisk #Humanhealthrisk #Urbanflooding #Hydrodynamicmodelling #waterquality #model #modeling #SupportVectorRegression #flood #flooding #urban #city #sewage #pathogens #contaminant #disease #streets #community #quantification #remotesensing #GIS #spatial #mapping #earthobservation #spatialanalysis #water #hydrology #climatechange #extremeweather #spatiotemporal #AI #machineleraning #fateandtransport #hydrodynamic #microbial #rainfall #drainage #streamflow #topography #hydrogeomorphology #Delhi #India #floodplain

Coupled Hydrological And Public Health Risks From Urban Flooding - Integrated Remote Sensing, Machine Learning, And Hydrodynamic–Ecological Modelling
--
https://doi.org/10.1016/j.jhydrol.2026.135999 <-- shared paper
--
https://youtu.be/VHzYLvSYR7k?si=5oGGPeH6T0dFusfY <-- recent overview video created about the research
--
https://doi.org/10.1016/j.wroa.2025.100396 <-- share (earlier) paper
--
H/T @RAHUL DEOPA | Research Scholar (IIT Roorkee)
“… [U]rban floods are not merely hydraulic events; they also transport sewage, pathogens, and other contaminants across streets and communities, leading to significant public health risks…
How do we quantify microbial contamination in near real time during a flood event, when emergency conditions make field sampling unsafe, sparse, or even impossible?...
[The authors] explored whether Earth observation data, combined with machine learning, could bridge this critical monitoring gap. By combining Landsat-derived water surface temperature, machine learning, a coupled MIKE+ Flood–ECO Lab hydrodynamic–ecological model, and Quantitative Microbial Risk Assessment (QMRA), [they] estimated microbial concentrations (𝘌. 𝘤𝘰𝘭𝘪), simulated their fate and transport during floods, and quantified the associated human health risks.
The takeaway: predicting flood risk isn't just about where the water goes; it's about what it's carrying and who it puts in harm's way. Earth observation and machine learning can help close that gap when it matters most, during the emergency, not weeks after…”
#publichealth #risk #hazard #watersecurity #Floodrisk #Humanhealthrisk #Urbanflooding #Hydrodynamicmodelling #waterquality #model #modeling #SupportVectorRegression #flood #flooding #urban #city #sewage #pathogens #contaminant #disease #streets #community #quantification #remotesensing #GIS #spatial #mapping #earthobservation #spatialanalysis #water #hydrology #climatechange #extremeweather #spatiotemporal #AI #machineleraning #fateandtransport #hydrodynamic #microbial #rainfall #drainage #streamflow #topography #hydrogeomorphology #Delhi #India #floodplain

Coupled Hydrological And Public Health Risks From Urban Flooding - Integrated Remote Sensing, Machine Learning, And Hydrodynamic–Ecological Modelling
--
https://doi.org/10.1016/j.jhydrol.2026.135999 <-- shared paper
--
https://youtu.be/VHzYLvSYR7k?si=5oGGPeH6T0dFusfY <-- recent overview video created about the research
--
https://doi.org/10.1016/j.wroa.2025.100396 <-- share (earlier) paper
--
H/T @RAHUL DEOPA | Research Scholar (IIT Roorkee)
“… [U]rban floods are not merely hydraulic events; they also transport sewage, pathogens, and other contaminants across streets and communities, leading to significant public health risks…
How do we quantify microbial contamination in near real time during a flood event, when emergency conditions make field sampling unsafe, sparse, or even impossible?...
[The authors] explored whether Earth observation data, combined with machine learning, could bridge this critical monitoring gap. By combining Landsat-derived water surface temperature, machine learning, a coupled MIKE+ Flood–ECO Lab hydrodynamic–ecological model, and Quantitative Microbial Risk Assessment (QMRA), [they] estimated microbial concentrations (𝘌. 𝘤𝘰𝘭𝘪), simulated their fate and transport during floods, and quantified the associated human health risks.
The takeaway: predicting flood risk isn't just about where the water goes; it's about what it's carrying and who it puts in harm's way. Earth observation and machine learning can help close that gap when it matters most, during the emergency, not weeks after…”
#publichealth #risk #hazard #watersecurity #Floodrisk #Humanhealthrisk #Urbanflooding #Hydrodynamicmodelling #waterquality #model #modeling #SupportVectorRegression #flood #flooding #urban #city #sewage #pathogens #contaminant #disease #streets #community #quantification #remotesensing #GIS #spatial #mapping #earthobservation #spatialanalysis #water #hydrology #climatechange #extremeweather #spatiotemporal #AI #machineleraning #fateandtransport #hydrodynamic #microbial #rainfall #drainage #streamflow #topography #hydrogeomorphology #Delhi #India #floodplain

Coupled Hydrological And Public Health Risks From Urban Flooding - Integrated Remote Sensing, Machine Learning, And Hydrodynamic–Ecological Modelling
--
https://doi.org/10.1016/j.jhydrol.2026.135999 <-- shared paper
--
https://youtu.be/VHzYLvSYR7k?si=5oGGPeH6T0dFusfY <-- recent overview video created about the research
--
https://doi.org/10.1016/j.wroa.2025.100396 <-- share (earlier) paper
--
H/T @RAHUL DEOPA | Research Scholar (IIT Roorkee)
“… [U]rban floods are not merely hydraulic events; they also transport sewage, pathogens, and other contaminants across streets and communities, leading to significant public health risks…
How do we quantify microbial contamination in near real time during a flood event, when emergency conditions make field sampling unsafe, sparse, or even impossible?...
[The authors] explored whether Earth observation data, combined with machine learning, could bridge this critical monitoring gap. By combining Landsat-derived water surface temperature, machine learning, a coupled MIKE+ Flood–ECO Lab hydrodynamic–ecological model, and Quantitative Microbial Risk Assessment (QMRA), [they] estimated microbial concentrations (𝘌. 𝘤𝘰𝘭𝘪), simulated their fate and transport during floods, and quantified the associated human health risks.
The takeaway: predicting flood risk isn't just about where the water goes; it's about what it's carrying and who it puts in harm's way. Earth observation and machine learning can help close that gap when it matters most, during the emergency, not weeks after…”
#publichealth #risk #hazard #watersecurity #Floodrisk #Humanhealthrisk #Urbanflooding #Hydrodynamicmodelling #waterquality #model #modeling #SupportVectorRegression #flood #flooding #urban #city #sewage #pathogens #contaminant #disease #streets #community #quantification #remotesensing #GIS #spatial #mapping #earthobservation #spatialanalysis #water #hydrology #climatechange #extremeweather #spatiotemporal #AI #machineleraning #fateandtransport #hydrodynamic #microbial #rainfall #drainage #streamflow #topography #hydrogeomorphology #Delhi #India #floodplain

A ​decade on the Iberian ​frontline​ has shown me that Europe’s ​climate ​emergency​ is ​impossible to ​deny
By Sam Jones

What once felt exceptional now arrives with grim regularity​ all over the continent, and it will only get worse

https://www.theguardian.com/world/2026/jul/29/a-decade-on-the-iberian-frontline-has-shown-me-that-europes-climate-emergency-is-impossible-to-deny

#Worldnews #Europe #Climatecrisis #Extremeheat #Flooding #Environment #Extremeweather #Wildfires #Spain #Portugal #France #TheGuardian #SamJones

Clear Cut Logging Can Dramatically Increase Flood Risk
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https://theconversation.com/new-study-finds-clear-cut-logging-can-dramatically-increase-flood-risk-284825 <-- shared technical media article
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https://doi.org/10.1016/j.foreco.2026.123895 <-- shared paper
--
H/T @Daniel Pierce | Ramshackle Pictures
“Here is a clear and simple breakdown of some of the latest bombshell findings out of the UBC Hydrology Lab… using a probabilistic framework, known as attribution science in the climate world. [The researchers] studied two watersheds in BC's Okanagan Valley near Summerland. In this area, they found that climate change was actually making the frequency of floods go down, but forest harvesting counteracted the effects of climate change and increased the flood risk by 10-fold (!!!) turning a 20-year flood into a flood that occurs every two years. [The H/T] truly want to know how the BC government and timber industry are responding to this new science internally. They're absolutely silent on it in public as they continue business as usual…”
#Nonstationary #Probabilisticphysics #Foresthydrology #Floodfrequencyanalysis #Snowmelt #Causalinference #flood #flooding #forest #forestry #water #hydrology #OkanaganValley #watershed #BC #Canada #BritishCanada #clearcut #logging #harvesting #practices #climatechange #extremeweather #humanimpacts #caseexamples #floodrisk #risk #hazard #probabilistic #framework #attributionscience #policy #planning
#UniversityofBritishColumbia | #GovernmentofBritishColumbia

PDS Flash Flood Emergency in Colorado #AspenAcresFire #COwx #flooding

https://m.ai6yr.org/@flashflood_bot/117000241913511480

Spectrum Local News: Student journalists create oral archive after Texas Hill Country floods. “From Texas to California, recent natural disasters have taken a toll on communities. As recovery continues, teens are documenting people’s stories. ‘These kids have come from all over our country and our state, just to help change the story here,’ said student journalist Hayden Magnell. She attends […]

Quantifying UK Coastal Flood Exposure Under Future Sea-Level Rise To [2100 and] 2300
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https://doi.org/10.1038/s41467-026-74982-1 <-- shared paper
--
https://www.theguardian.com/environment/2026/jul/21/millions-long-term-coastal-flooding-risk-uk-climate-action <-- shared media article
--
H/T @University of Bristol School of Geographical Sciences
“🌊 New research on long-term coastal flooding as a result of climate inaction 🌊
… The researchers found:
🔷 By 2100 at least an additional 0.5 million people exposed to the 1-in-200 year undefended flood extent - a 25% increase compared to present day.
🔷 Under the most pessimistic storyline by 2300 involving significant ice-sheet instability, an additional 13 million people could be exposed to the 1-in-200 year undefended flood event.
🔷 Under some scenarios there is a need for large-scale movement of populations and settlements away from the coast in the coming centuries…”
--
“Up to 13 million people in the UK face the long-term risk of coastal flooding due to the climate crisis, scientists have warned, with a ‘reasonable worst-case scenario’ suggesting the need for the large-scale movement of populations away from a dramatically reshaped coast…
Sea level has risen by about 20cm around the UK in the last century and is accelerating. A further 40cm to 60cm by 2100 is already baked in, meaning about half a million more people will be at risk of their homes being flooded, on top of the 2.5 million already in danger near the coasts. Lincolnshire and the Humber estuary are most in danger…”
--
“The latest Intergovernmental Panel on Climate Change assessment report highlighted the potential for more than 15 metres of global sea-level rise by 2300. In this study, [the authors] explore the implications for UK coastal flood exposure by combining national-scale flood modelling with physically-based storylines of UK sea-level rise. By 2100 all storylines show broadly similar results with at least an additional ½ million people exposed to the 1-in-200 year undefended flood extent, which represents a 25% increase compared to present day. Under the most pessimistic storyline by 2300 involving significant ice-sheet instability, an additional 13 million people could be exposed to the 1-in-200 year undefended flood event. This would imply the potential need for large-scale movement of populations and settlements away from the coast in the coming centuries. Given current global emissions pledges, exposure increases by 1.7 million people by 2300, however up to 1 million could be avoided if Paris Agreement targets for greenhouse gas emissions are met…”
#coast #coastal #innundation #climatechange #global #sealevel #sealevelrise #SLR #flood #flooding #climatechange #population #infrastructure #UK #England #Scotland #Wales #NorthernIreland #Lincolnshire #Humber #estuary #settlement #city #urban #mitigation #planning #policy #infrastructure #risk #hazard #humanimpacts #spatialanalysis #spatiotemporal #GIS #spatial #mapping #coastalflooding #climatecrisis #model #modeling #elevation #DEM

Weather tracker: Flooding and landslides hit large parts of Asia https://www.theguardian.com/environment/2026/jul/20/weather-tracker-flooding-landslides-asia-vietnam-southern-china-south-korea

#Asia #environment #weather #flood #floods #flooding #landslide

France Spain & Canada seem to have the worst of it at the moment. #GlobalBoiling #Fires #Earthquakes #Tsunamis #Flooding are predicted to bring the destruction of the human species (among many mamals) ....
https://youtu.be/xkVnoh8bnSY?si=V1C8mCFjFB-BN7bX

Here's just a brain fart, that I've had for many a year, with regards to national disasters, like flooding and wildfires.

Why aren't the military called in much sooner?

They might not know how to handle a hose. But they know how to move big heavy equipment over difficult terrain fast. And they know teamwork, clear communication under stress and have learned how to adapt fast.

I'm sure if the fire brigade tell the soldiers that they need a 200m hose up a moorland, this would happen without much fuss and training. Or they need 20.000 gallons with a generator and pump delivered to a trick point in the half an hour, this would be provided double fast. And then the fire brigade is free to fight the fire. Same goes for flooding, sand bags (soldiers knows sandbags), digging and rescue of civilians or just simply delivery of food and drinks to the fire brigade.

Why aren't they called in right away, not when the fire brigade are on their knees, peoples lives are at risk. Sometimes I hear that the fire brigade have lost personnel and a emergency declaration is called, before extra resources are called in, why wait?

If the country ain't at war, there would be soldiers at hand ready to deploy, even the Territorial Army/Army Reserve in the UK. I have seen China and Japan having this support/deployment happen double fast.

At the very least the military would get a "free" train session out if it. 10-15 soldiers and a lorry or a 4x4 vehicle wouldn't cost much but would help the emergency responses so much.

#WildFires #Emergency #Flooding #Help #FireBrigade

Beyond The 100-Year Flood - Probabilistic Flood Hazard Assessment For King And Pierce Counties Under Future Climate Scenarios
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https://doi.org/10.5194/nhess-26-3231-2026 <-- shared #openacess paper
--
[part of my old stomping ground as an engineering geologist]
H/T @Kees Nederhoff
“Flood maps are usually built from a single design storm. For King and Pierce Counties in the Pacific Northwest (USA), [the authors] tried the opposite - simulate 82 years of actual coastal and river conditions (plus 18 synthetic years) with SFINCS and let the statistics fall out cell by cell. That took about 5,400 yearly simulations and 194,000 CPU hours on USGS's Hovenweep HPC. Worth it!
The design-event shortcut turns out to hide a real hazard. A deterministic 10-year event underestimated flood depths by up to half a meter compared to the continuous runs.
The bigger surprise [to the authors] was how one-sided the climate signal is. One metre of sea level rise takes King County's expected annual flooded area from 161 --> 787 hectares, almost a factor of five. Changes in storminess over the same horizon barely register. And somewhere between 100 and 150 cm of SLR, land that never floods today starts flooding fast. If you plan adaptation in Puget Sound, that threshold matters more than any single return-period map.
[They] also propose Expected Annual Flooded Area (EAFA) as a probability-weighted alternative to the binary "inside or outside the 100-year zone" label…”
#USGS #supercomputing #Hovenweep #HPC #coast #coastal #PNW #Seattle #PacificNorthwest #risk #hazard #riskmanagement #model #modeling #CFRM #deterministic #probabilistic #climatechange #extremeweather #fedscience #WA #KingCounty #PierceCounty #WashingtonState #USA #flood #flooding #compoundflooding #floodmaps #SFINCS #storm #weather #climate #climatechange #rainfall #precipitation #sealevel #sealevelrise #SLR #100yearflood #floodhazardmapping #returnperiods #pluvial #fluvial #spatialanalysis #spatiotemporal #remotesensing #streamgage #history #historicflooding #projections #predictions
#USGS

Eager Beavers - Rodents Engineer Czech Wetland Project After Years Of Human Delay [ecosystem engineers]
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https://www.theguardian.com/world/2025/feb/11/beavers-save-czech-taxpayers-by-flooding-ex-army-training-site <-- shared technical media article
--
https://en.wikipedia.org/wiki/Beaver-engineered_dam_in_the_Czech_Republic <-- shared wiki technical page
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https://phys.org/news/2025-02-fine-beavers-czech-treasury-million.html <-- shared technical article
--
https://youtu.be/GSTw8qmBP4Y?si=XK2Iy2pAltW91flj <-- shared video (Czech)
--
H/T @ScienceGirl
"We don't expect any conflict with the beaver in the next 10 years," ~ Bohumil Fiser from the Czech Nature Conservation Agency
--
“For seven years, planners struggled to complete a $1.2 million wetland restoration project in the Brdy region of the Czech Republic. The goal was to build a dam that would improve water management and bring back valuable wetland habitat, but the project remained trapped in a maze of permits and approvals.
Then a family of eight Eurasian beavers did what engineers had planned… without permits, machinery, or a budget.
The beavers built a network of dams in almost the exact area chosen for the proposed project, naturally restoring the wetland system officials had spent years trying to create. After seeing the results, authorities decided there was little point continuing with the original human-built dam.
Although some reports suggested the beavers completed the work overnight, experts say their construction likely took several weeks. The reason it seemed sudden is that the animals quietly worked away until their finished dams became impossible to miss.
Beavers are known as “ecosystem engineers” because their behaviour can reshape entire environments. By cutting trees and blocking streams, they create ponds and wetlands that support countless species, including fish, amphibians, insects, birds, and mammals.
Their wetlands also act as natural water reservoirs, helping during droughts, reducing flood risks, filtering water, storing carbon, and keeping landscapes wetter during wildfires…
Once heavily hunted across Europe, beaver populations have been recovering thanks to conservation efforts, proving that sometimes nature can solve problems humans spend years trying to fix…"
#water #hydrology #KlabavaRiver #Czech #BrdyRegion #protected #CzechRepublic #armytraining #military #beaver #Eurasianbeavers #dam #beaverdam #waterquality #restoration #biodiversity #crayfish #wetland #ecology #benefits #Beavers #NatureBasedSolutions #Wetlands #Ecology #Biodiversity #Agroforestry #EnvironmentalScience #Conservation #Wildlife #Ecosystem #bioviversity #conservation #restoration #landscaperecovery #EcosystemEngineers #nature #floodmanagement #FloodMitigation #flood #flooding #energy #floodrisk #sustainability #wetlands #hydrography #dams #impoundment #deadwood #waterresources #landscapeengineer #agriculture #benefits #vegetation #ecology #ecosystem #riversystemsstabilisation #naturalwaterregulation #resilience #drought #wildfire #valleysreborn #slowdetermination #fisheries #invertebrates #extremeweather #floodflows #sediment #baseflow #drought #landmanagement #naturalsystems #landuse #ecosystemengineers #watermanagement

Compound Hydrogeomorphic Cascades And Rapid Upstream To Downstream Hazard Coupling In The Eastern Himalaya
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https://doi.org/10.1038/s41598-026-52915-8 <-- shared paper
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https://doi.org/10.1007/s11600-022-00943-z <-- shared paper
--
H/T @Kuldeep Dutta | Geology-Earth Science
“… In hilly regions transitioning rapidly to low gradient alluvial plains, localized hydrometeorological triggers can instantly scale into devastating basin wide disasters. This study dissects the September 2020 cascading hazard in parts of the Arunachal Pradesh-Assam corridor to quantify the rapid coupling between upstream hillslopes and downstream floodplains.
Check out the [attached graphical abstract figure] for an integrated visual workflow of the entire disaster continuum from hillslope failure to floodplain transformation...”
--
“Extreme precipitation in the Eastern Himalaya is increasingly associated with coupled hillslope-floodplain hazards. This study examines the 17th-18th September 2020 rainfall event in Arunachal Pradesh initiating landslides and its downstream impacts in Assam, India, using multi-sensor satellite data and long-term rainfall records. Sentinel-2 imagery was used to map landslides and debris flows, Sentinel-1 SAR data to delineate flood extent, and IMD gridded rainfall (1996–2020) to analyse rainfall spell characteristics. The event triggered widespread slope failures, localized landslide damming, and a subsequent breach, generating sediment-laden flows that inundated ~ 100 km² of the Dhemaji floodplain. A backscatter-derived Relative Flood Volume Index (RFVI) indicates spatial variability in inundation intensity, although it does not represent absolute flood volume. Rainfall analysis suggests that antecedent wetness from preceding spells preconditioned slopes, while peak daily rainfall (> 170 mm day−1) initiated landsliding. Power-law scaling shows negligible dependence of intensity on duration (R2 ≈ 0.0004), whereas cumulative rainfall exhibits a stronger relationship with duration (R2 ≈ 0.54). These results indicate distinct roles of rainfall intensity and accumulation in controlling landslide initiation and downstream flooding, respectively, highlighting the importance of compound rainfall forcing in rapid hydrogeomorphic cascades…”
#EarthScience #RemoteSensing #Himalayas #NaturalHazards #ClimateChange #ScientificReports #GeospatialAnalysis #DisasterMitigation #Landslide #trigger #Flooding #massmovement #extremeweather #engineeringgeology #floodplain #innundation #hillslope #fluvial #pluvial #alluvial #sediment #sedimentation #hydrometeorology #ArunachalPradesh #Assam #India #Brahmaputra #risk #hazard #geology #engineeringgeology #remotesensing #earthobservation #spatialanalysis #spatiotemporal #disaster #hydrogeomorphology #workflow

Statistical Characterization Of High Flow Volumes Across The Conterminous United States Supporting Managed Aquifer Recharge
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https://doi.org/10.1029/2025WR041955 <-- shared paper
--
https://www.latimes.com/environment/story/2025-06-24/california-2024-groundwater-report <-- shared media article
--
#water #hydrology #groundwater #watersecurity #waterresources #watersupply #watermanagement #USA #CONUS #aquifer #ManagedAquiferRecharge #MAR #FloodMAR #depletion #overpumping #flood #flooding #recharge #planning #policy #streamflow #extremes #hydrography #highflowvolumes #HFV #model #modeling #uncertainly #siting #screening #usecase #spatialanalysis #geostatics #spatiotemporal #mapping #hydrogeomorphology

Comparative Hydro-Climatic Datasets For Catchment-Wise Linked Water Fluxes And Storage Changes Across South America
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https://doi.org/10.3389/fenvs.2026.1764771 <-- shared paper
--
https://doi.org/10.1038/s43247-026-03661-2 <-- shared paper
--
https://doi.org/10.1002/joc.6443 <-- shared paper
--
https://www.pik-potsdam.de/en/news/latest-news/from-droughts-to-floods-climate-change-and-migration-in-peru | https://publications.iom.int/books/evaluacion-de-la-evidencia-cambio-climatico-y-migracion-en-el-peru <-- shared 2021 Peru hydroclimate technical article | report
--
https://youtu.be/Ngbm0gsmYAw?si=haqV7t15pGkEmJB8 <-- shared overview video
--
#water #GIS #spatial #mappping #spatialanalysis #spatiotemporal #remotesensing #earthobservation #Hydrology #Hydroclimatology #ClimateChange #extremeweather #WaterResources #WaterSecurity uncertainity #SouthAmerica #ClimateData #PeerReview #OpenScience #Hydrometeorology #opendata #datasets #rainfall #precipitation #fluvial #heatwave #temperature #changing #consistency #flood #flooding #drought #riskmanagement #risk #hazard #earthsystems #resilience #waterquality #waterpollution #model #modeling #monitoring #records #hydroclimate #hydrogeomorphology #review #SouthAmerica #planning #policy #sustainability #evapotranspiration #runoff #waterstorage #SAHCD

Advancing Detailed Flood Hazard Identification in Alberta, Canada - Insights from Two Recent Flood Studies
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https://doi.org/10.3390/w18131592 <-- shared paper
--
“The increasing frequency of floods and the severity of their consequences for public safety, infrastructure, and the economy demand improved methods for flood hazard identification. Flood studies that include flood hazard mapping are critical tools for informing emergency response and flood recovery, as well as for land use and mitigation planning. The methodology for such flood studies has evolved, and access to more powerful computational resources and high-resolution base data has contributed to the increased use of two-dimensional hydraulic modelling, where one-dimensional modelling previously was the default. However, local-scale flood studies face real-world constraints, including sparse data, challenging hydrologic conditions, and budget limitations, which can hinder the application of advanced techniques. This study addresses these challenges through innovative, practice-driven solutions in two case studies in Alberta, Canada: a small, partly channelised prairie stream network (Wolf Creek, Lacombe) and a laterally dynamic river on a distributary delta (Swan River, Kinuso). Three core components of flood hazard studies are described: field survey data collection, regional hydrology assessment, and hydraulic modelling. Key findings include demonstrating that LiDAR-derived terrain models alone cannot capture channel conveyance, the importance of low-flow calibration in the absence of high-water marks, the selection of a modelling methodology based on bathymetric and topographic features within a study area, and the development of inflow hydrographs for unsteady-state simulation in flat floodplains…”
#FloodMapping #FloodRisk #Hydrology #HydraulicModeling #HECRAS #WaterResources #Alberta #Resilience #RiverSurvey #spatialanlaysis #spatiotemporal #floodhazardmapping #HECRAS #model #modeling #remotesensing #LiDAR #bathymetry #floodfrequencyanalysis #unsteadysimulation #FHIMP #FHIP #WoldCreek #Lacombe #SwanRiver #Kinuso #Alberta #Canada #localscale #provincialfloodstudy # prairie #stream #river #flood #flooding #water #hydrology #risk #hazard #watershed #publicsafety #cost #damage #economics #infrastructure #use #practicedriven #floodhazard #survey #hydraulic #terrainmodels #hydrogeomorphology #topography #elevation #floodplain
@Alberta Environment and Protected Areas | @Government of Alberta | @Barr Engineering