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  1. 💧🌏 Greg Cocks @[email protected] ·

    Spatiotemporal Distribution, Climatic Factors, And Seasonal Precipitation Patterns Characterizing 66 Years Of Widespread Shallow Landslide Events In Piedmont (Northwestern Italy)
    --
    doi.org/10.3389/feart.2026.188 <-- shared paper
    --
    “Widespread shallow landslide events constitute one of the primary drivers of recurrent societal and economic losses in mountain regions. Although the influence of climate variability on landslide frequency and magnitude has been widely recognized, long-term, event-level analyses linking spatiotemporal landslide patterns to precipitation climatology at the regional scale remain scarce. This study presents a statistical analysis of 128 widespread shallow landslide events recorded in Piedmont, northwestern Italy, over the 66-year period 1960–2025, cross-referenced against the regional precipitation climatology. Events were characterized by season, primary physiographic unit, provincial coverage, and an ordinal magnitude index (scale 1–7) encoding combined spatial extent and estimated landslide count. Results indicate that no statistically significant monotonic trend in event frequency was detected over the study period (mean rate: 1.97 events yr⁻1); however, a moderate positive correlation was established between event magnitude and the number of provinces affected (R2 = 0.51, p < 0.00), validating the magnitude index as a proxy for spatial footprint. Mean event magnitude reached its highest value in the 2010s (3.71), while all five events of magnitude ≥ 6 occurred in autumn. The summer fraction of the catalogue increased markedly, from 6% in the 1960s to 31% in the 2000s and 25% in the 2020s, concurrent with stable or declining summer mean precipitation totals, consistent with Clausius–Clapeyron amplification of convective intensity under documented regional warming. Cross-analysis with regional records identifies three tiers of rainfall–landslide coupling: a stationary direct seasonal coupling; a non-stationary, strengthening intensity-mediated summer coupling; and a structural susceptibility-mediated spatial decoupling whereby the driest provinces generate the highest landslide occurrence frequencies due to the lower triggering thresholds characteristic of Tertiary Piedmont Basin sedimentary environments. A post-hoc assessment of the triggering thresholds used for regional shallow landslide early warning system demonstrates superior detection performance for high-magnitude autumn events (hit rate up to 89% for the 2000–2025 sub-period) and identifies sub-daily convective accumulation windows in summer as the primary domain requiring threshold recalibration…”
    #massmovement #landslide #engineeringgeology #Italy #Piedmont #NorthernItaly #weather #rainfall #precipitation #climate #risk #hazard #corrleation #relationship #earlywarningsystems #damage #loss #community #infrastructure #mountain #spatiotemporal #mapping #spatialanalysis #statistics #geostatistics #climatology #regional #scale #weatherpatterns #physiography #geomorphology #water #hydrology #hydrogeomorphology #geology #soils

    #massmovement #landslide #engineeringgeology #italy #piedmont #northernitaly
  2. 💧🌏 Greg Cocks @[email protected] ·

    Spatiotemporal Distribution, Climatic Factors, And Seasonal Precipitation Patterns Characterizing 66 Years Of Widespread Shallow Landslide Events In Piedmont (Northwestern Italy)
    --
    doi.org/10.3389/feart.2026.188 <-- shared paper
    --
    “Widespread shallow landslide events constitute one of the primary drivers of recurrent societal and economic losses in mountain regions. Although the influence of climate variability on landslide frequency and magnitude has been widely recognized, long-term, event-level analyses linking spatiotemporal landslide patterns to precipitation climatology at the regional scale remain scarce. This study presents a statistical analysis of 128 widespread shallow landslide events recorded in Piedmont, northwestern Italy, over the 66-year period 1960–2025, cross-referenced against the regional precipitation climatology. Events were characterized by season, primary physiographic unit, provincial coverage, and an ordinal magnitude index (scale 1–7) encoding combined spatial extent and estimated landslide count. Results indicate that no statistically significant monotonic trend in event frequency was detected over the study period (mean rate: 1.97 events yr⁻1); however, a moderate positive correlation was established between event magnitude and the number of provinces affected (R2 = 0.51, p < 0.00), validating the magnitude index as a proxy for spatial footprint. Mean event magnitude reached its highest value in the 2010s (3.71), while all five events of magnitude ≥ 6 occurred in autumn. The summer fraction of the catalogue increased markedly, from 6% in the 1960s to 31% in the 2000s and 25% in the 2020s, concurrent with stable or declining summer mean precipitation totals, consistent with Clausius–Clapeyron amplification of convective intensity under documented regional warming. Cross-analysis with regional records identifies three tiers of rainfall–landslide coupling: a stationary direct seasonal coupling; a non-stationary, strengthening intensity-mediated summer coupling; and a structural susceptibility-mediated spatial decoupling whereby the driest provinces generate the highest landslide occurrence frequencies due to the lower triggering thresholds characteristic of Tertiary Piedmont Basin sedimentary environments. A post-hoc assessment of the triggering thresholds used for regional shallow landslide early warning system demonstrates superior detection performance for high-magnitude autumn events (hit rate up to 89% for the 2000–2025 sub-period) and identifies sub-daily convective accumulation windows in summer as the primary domain requiring threshold recalibration…”
    #massmovement #landslide #engineeringgeology #Italy #Piedmont #NorthernItaly #weather #rainfall #precipitation #climate #risk #hazard #corrleation #relationship #earlywarningsystems #damage #loss #community #infrastructure #mountain #spatiotemporal #mapping #spatialanalysis #statistics #geostatistics #climatology #regional #scale #weatherpatterns #physiography #geomorphology #water #hydrology #hydrogeomorphology #geology #soils

    #massmovement #landslide #engineeringgeology #italy #piedmont #northernitaly
  3. 💧🌏 Greg Cocks @[email protected] ·

    Spatiotemporal Distribution, Climatic Factors, And Seasonal Precipitation Patterns Characterizing 66 Years Of Widespread Shallow Landslide Events In Piedmont (Northwestern Italy)
    --
    doi.org/10.3389/feart.2026.188 <-- shared paper
    --
    “Widespread shallow landslide events constitute one of the primary drivers of recurrent societal and economic losses in mountain regions. Although the influence of climate variability on landslide frequency and magnitude has been widely recognized, long-term, event-level analyses linking spatiotemporal landslide patterns to precipitation climatology at the regional scale remain scarce. This study presents a statistical analysis of 128 widespread shallow landslide events recorded in Piedmont, northwestern Italy, over the 66-year period 1960–2025, cross-referenced against the regional precipitation climatology. Events were characterized by season, primary physiographic unit, provincial coverage, and an ordinal magnitude index (scale 1–7) encoding combined spatial extent and estimated landslide count. Results indicate that no statistically significant monotonic trend in event frequency was detected over the study period (mean rate: 1.97 events yr⁻1); however, a moderate positive correlation was established between event magnitude and the number of provinces affected (R2 = 0.51, p < 0.00), validating the magnitude index as a proxy for spatial footprint. Mean event magnitude reached its highest value in the 2010s (3.71), while all five events of magnitude ≥ 6 occurred in autumn. The summer fraction of the catalogue increased markedly, from 6% in the 1960s to 31% in the 2000s and 25% in the 2020s, concurrent with stable or declining summer mean precipitation totals, consistent with Clausius–Clapeyron amplification of convective intensity under documented regional warming. Cross-analysis with regional records identifies three tiers of rainfall–landslide coupling: a stationary direct seasonal coupling; a non-stationary, strengthening intensity-mediated summer coupling; and a structural susceptibility-mediated spatial decoupling whereby the driest provinces generate the highest landslide occurrence frequencies due to the lower triggering thresholds characteristic of Tertiary Piedmont Basin sedimentary environments. A post-hoc assessment of the triggering thresholds used for regional shallow landslide early warning system demonstrates superior detection performance for high-magnitude autumn events (hit rate up to 89% for the 2000–2025 sub-period) and identifies sub-daily convective accumulation windows in summer as the primary domain requiring threshold recalibration…”
    #massmovement #landslide #engineeringgeology #Italy #Piedmont #NorthernItaly #weather #rainfall #precipitation #climate #risk #hazard #corrleation #relationship #earlywarningsystems #damage #loss #community #infrastructure #mountain #spatiotemporal #mapping #spatialanalysis #statistics #geostatistics #climatology #regional #scale #weatherpatterns #physiography #geomorphology #water #hydrology #hydrogeomorphology #geology #soils

    #massmovement #landslide #engineeringgeology #italy #piedmont #northernitaly
  4. 💧🌏 Greg Cocks @[email protected] ·

    Spatiotemporal Distribution, Climatic Factors, And Seasonal Precipitation Patterns Characterizing 66 Years Of Widespread Shallow Landslide Events In Piedmont (Northwestern Italy)
    --
    doi.org/10.3389/feart.2026.188 <-- shared paper
    --
    “Widespread shallow landslide events constitute one of the primary drivers of recurrent societal and economic losses in mountain regions. Although the influence of climate variability on landslide frequency and magnitude has been widely recognized, long-term, event-level analyses linking spatiotemporal landslide patterns to precipitation climatology at the regional scale remain scarce. This study presents a statistical analysis of 128 widespread shallow landslide events recorded in Piedmont, northwestern Italy, over the 66-year period 1960–2025, cross-referenced against the regional precipitation climatology. Events were characterized by season, primary physiographic unit, provincial coverage, and an ordinal magnitude index (scale 1–7) encoding combined spatial extent and estimated landslide count. Results indicate that no statistically significant monotonic trend in event frequency was detected over the study period (mean rate: 1.97 events yr⁻1); however, a moderate positive correlation was established between event magnitude and the number of provinces affected (R2 = 0.51, p < 0.00), validating the magnitude index as a proxy for spatial footprint. Mean event magnitude reached its highest value in the 2010s (3.71), while all five events of magnitude ≥ 6 occurred in autumn. The summer fraction of the catalogue increased markedly, from 6% in the 1960s to 31% in the 2000s and 25% in the 2020s, concurrent with stable or declining summer mean precipitation totals, consistent with Clausius–Clapeyron amplification of convective intensity under documented regional warming. Cross-analysis with regional records identifies three tiers of rainfall–landslide coupling: a stationary direct seasonal coupling; a non-stationary, strengthening intensity-mediated summer coupling; and a structural susceptibility-mediated spatial decoupling whereby the driest provinces generate the highest landslide occurrence frequencies due to the lower triggering thresholds characteristic of Tertiary Piedmont Basin sedimentary environments. A post-hoc assessment of the triggering thresholds used for regional shallow landslide early warning system demonstrates superior detection performance for high-magnitude autumn events (hit rate up to 89% for the 2000–2025 sub-period) and identifies sub-daily convective accumulation windows in summer as the primary domain requiring threshold recalibration…”
    #massmovement #landslide #engineeringgeology #Italy #Piedmont #NorthernItaly #weather #rainfall #precipitation #climate #risk #hazard #corrleation #relationship #earlywarningsystems #damage #loss #community #infrastructure #mountain #spatiotemporal #mapping #spatialanalysis #statistics #geostatistics #climatology #regional #scale #weatherpatterns #physiography #geomorphology #water #hydrology #hydrogeomorphology #geology #soils

    #soils #geology #hydrogeomorphology #hydrology #water #geomorphology
  5. 💧🌏 Greg Cocks @GregCocks ·

    Spatiotemporal Distribution, Climatic Factors, And Seasonal Precipitation Patterns Characterizing 66 Years Of Widespread Shallow Landslide Events In Piedmont (Northwestern Italy)
    --
    doi.org/10.3389/feart.2026.188 <-- shared paper
    --
    “Widespread shallow landslide events constitute one of the primary drivers of recurrent societal and economic losses in mountain regions. Although the influence of climate variability on landslide frequency and magnitude has been widely recognized, long-term, event-level analyses linking spatiotemporal landslide patterns to precipitation climatology at the regional scale remain scarce. This study presents a statistical analysis of 128 widespread shallow landslide events recorded in Piedmont, northwestern Italy, over the 66-year period 1960–2025, cross-referenced against the regional precipitation climatology. Events were characterized by season, primary physiographic unit, provincial coverage, and an ordinal magnitude index (scale 1–7) encoding combined spatial extent and estimated landslide count. Results indicate that no statistically significant monotonic trend in event frequency was detected over the study period (mean rate: 1.97 events yr⁻1); however, a moderate positive correlation was established between event magnitude and the number of provinces affected (R2 = 0.51, p < 0.00), validating the magnitude index as a proxy for spatial footprint. Mean event magnitude reached its highest value in the 2010s (3.71), while all five events of magnitude ≥ 6 occurred in autumn. The summer fraction of the catalogue increased markedly, from 6% in the 1960s to 31% in the 2000s and 25% in the 2020s, concurrent with stable or declining summer mean precipitation totals, consistent with Clausius–Clapeyron amplification of convective intensity under documented regional warming. Cross-analysis with regional records identifies three tiers of rainfall–landslide coupling: a stationary direct seasonal coupling; a non-stationary, strengthening intensity-mediated summer coupling; and a structural susceptibility-mediated spatial decoupling whereby the driest provinces generate the highest landslide occurrence frequencies due to the lower triggering thresholds characteristic of Tertiary Piedmont Basin sedimentary environments. A post-hoc assessment of the triggering thresholds used for regional shallow landslide early warning system demonstrates superior detection performance for high-magnitude autumn events (hit rate up to 89% for the 2000–2025 sub-period) and identifies sub-daily convective accumulation windows in summer as the primary domain requiring threshold recalibration…”

    #massmovement #landslide #engineeringgeology #italy #piedmont #northernitaly
  6. 💧🌏 Greg Cocks @[email protected] ·

    Streamflow And Surface-Water Presence Data Availability Across The Conterminous United States [CONUS] - A Review For Headwater Systems
    --
    doi.org/10.1002/hyp.70572 <-- shared paper
    --
    #water #hydrography #hydrology #CONUS #USA #streamflow #surfacewater #bias #monitoring #regional #gage #gauge #headwater #stream #literaturereview #opendata #publicdata #review #spatial #spatialanalysis #mapping #USWest #sensor #remotesensing #model #modeling #research #network #probabilityofflow #permanence #ecosystems #waterresources #watermanagement #streamgage #CONUS #Lower48th #firstorder #secondorder #Strahler #distribution #spatialdistribution #communityscience #geomorphometry #hydrogeomorphology #physiography
    @USGS

    #water #hydrography #hydrology #conus #usa #streamflow
  7. 💧🌏 Greg Cocks @[email protected] ·

    Streamflow And Surface-Water Presence Data Availability Across The Conterminous United States [CONUS] - A Review For Headwater Systems
    --
    doi.org/10.1002/hyp.70572 <-- shared paper
    --
    #water #hydrography #hydrology #CONUS #USA #streamflow #surfacewater #bias #monitoring #regional #gage #gauge #headwater #stream #literaturereview #opendata #publicdata #review #spatial #spatialanalysis #mapping #USWest #sensor #remotesensing #model #modeling #research #network #probabilityofflow #permanence #ecosystems #waterresources #watermanagement #streamgage #CONUS #Lower48th #firstorder #secondorder #Strahler #distribution #spatialdistribution #communityscience #geomorphometry #hydrogeomorphology #physiography
    @USGS

    #water #hydrography #hydrology #conus #usa #streamflow
  8. 💧🌏 Greg Cocks @[email protected] ·

    Streamflow And Surface-Water Presence Data Availability Across The Conterminous United States [CONUS] - A Review For Headwater Systems
    --
    doi.org/10.1002/hyp.70572 <-- shared paper
    --
    #water #hydrography #hydrology #CONUS #USA #streamflow #surfacewater #bias #monitoring #regional #gage #gauge #headwater #stream #literaturereview #opendata #publicdata #review #spatial #spatialanalysis #mapping #USWest #sensor #remotesensing #model #modeling #research #network #probabilityofflow #permanence #ecosystems #waterresources #watermanagement #streamgage #CONUS #Lower48th #firstorder #secondorder #Strahler #distribution #spatialdistribution #communityscience #geomorphometry #hydrogeomorphology #physiography
    @USGS

    #water #hydrography #hydrology #conus #usa #streamflow
  9. 💧🌏 Greg Cocks @[email protected] ·

    Streamflow And Surface-Water Presence Data Availability Across The Conterminous United States [CONUS] - A Review For Headwater Systems
    --
    doi.org/10.1002/hyp.70572 <-- shared paper
    --
    #water #hydrography #hydrology #CONUS #USA #streamflow #surfacewater #bias #monitoring #regional #gage #gauge #headwater #stream #literaturereview #opendata #publicdata #review #spatial #spatialanalysis #mapping #USWest #sensor #remotesensing #model #modeling #research #network #probabilityofflow #permanence #ecosystems #waterresources #watermanagement #streamgage #CONUS #Lower48th #firstorder #secondorder #Strahler #distribution #spatialdistribution #communityscience #geomorphometry #hydrogeomorphology #physiography
    @USGS

    #physiography #hydrogeomorphology #geomorphometry #communityscience #spatialdistribution #distribution
  10. 💧🌏 Greg Cocks @GregCocks ·

    Streamflow And Surface-Water Presence Data Availability Across The Conterminous United States [CONUS] - A Review For Headwater Systems
    --
    doi.org/10.1002/hyp.70572 <-- shared paper
    --

    @USGS

    #water #hydrography #hydrology #conus #usa #streamflow
  11. 💧🌏 Greg Cocks @[email protected] ·

    The Western Texas, etc hydrography/physiography especially - as recorded in NHD-sourced data - is always fascinating...
    #hydrography #NHD #3DHP #geomorphology #USA #physiography #flowlines #opendata #bluelines #hydrology #USGS

    #hydrography #nhd #3dhp #geomorphology #usa #physiography
  12. 💧🌏 Greg Cocks @[email protected] ·

    The Western Texas, etc hydrography/physiography especially - as recorded in NHD-sourced data - is always fascinating...
    #hydrography #NHD #3DHP #geomorphology #USA #physiography #flowlines #opendata #bluelines #hydrology #USGS

    #hydrography #nhd #3dhp #geomorphology #usa #physiography
  13. 💧🌏 Greg Cocks @[email protected] ·

    The Western Texas, etc hydrography/physiography especially - as recorded in NHD-sourced data - is always fascinating...
    #hydrography #NHD #3DHP #geomorphology #USA #physiography #flowlines #opendata #bluelines #hydrology #USGS

    #hydrography #nhd #3dhp #geomorphology #usa #physiography
  14. 💧🌏 Greg Cocks @[email protected] ·

    The Western Texas, etc hydrography/physiography especially - as recorded in NHD-sourced data - is always fascinating...
    #hydrography #NHD #3DHP #geomorphology #USA #physiography #flowlines #opendata #bluelines #hydrology #USGS

    #usgs #hydrology #bluelines #opendata #flowlines #physiography
  15. 💧🌏 Greg Cocks @GregCocks ·

    The Western Texas, etc hydrography/physiography especially - as recorded in NHD-sourced data - is always fascinating...

    #hydrography #nhd #3dhp #geomorphology #usa #physiography
  16. 💧🌏 Greg Cocks @[email protected] ·

    Reconstructing Ice-Margin Retreat Using Delta Morphostratigraphy
    --
    doi.org/10.1038/s41598-017-167 <-- shared paper
    --
    [an older paper, but fascinating - and well presented, especially the images/figures]
    #GIS #spatial #mapping #icemargins #ice #delta #morphostratigraphy #paleogeography #icesheet #glacier #glacial #icesheet #glacialretreat #geology #landform #geomorphometry #geomorphology #LiDAR #engineeringgeology #remotesensing #icecontact #fluvial #water #hydrology #erosion #distal #glaciofluvial #paraglacial #sediment #deposition #quebec #canada #LaurentideIceSheet #retreat #delta #drainage #physiography #Québec

    #gis #spatial #mapping #icemargins #ice #delta
  17. 💧🌏 Greg Cocks @[email protected] ·

    Reconstructing Ice-Margin Retreat Using Delta Morphostratigraphy
    --
    doi.org/10.1038/s41598-017-167 <-- shared paper
    --
    [an older paper, but fascinating - and well presented, especially the images/figures]
    #GIS #spatial #mapping #icemargins #ice #delta #morphostratigraphy #paleogeography #icesheet #glacier #glacial #icesheet #glacialretreat #geology #landform #geomorphometry #geomorphology #LiDAR #engineeringgeology #remotesensing #icecontact #fluvial #water #hydrology #erosion #distal #glaciofluvial #paraglacial #sediment #deposition #quebec #canada #LaurentideIceSheet #retreat #delta #drainage #physiography #Québec

    #gis #spatial #mapping #icemargins #ice #delta
  18. 💧🌏 Greg Cocks @[email protected] ·

    Reconstructing Ice-Margin Retreat Using Delta Morphostratigraphy
    --
    doi.org/10.1038/s41598-017-167 <-- shared paper
    --
    [an older paper, but fascinating - and well presented, especially the images/figures]
    #GIS #spatial #mapping #icemargins #ice #delta #morphostratigraphy #paleogeography #icesheet #glacier #glacial #icesheet #glacialretreat #geology #landform #geomorphometry #geomorphology #LiDAR #engineeringgeology #remotesensing #icecontact #fluvial #water #hydrology #erosion #distal #glaciofluvial #paraglacial #sediment #deposition #quebec #canada #LaurentideIceSheet #retreat #delta #drainage #physiography #Québec

    #gis #spatial #mapping #icemargins #ice #delta
  19. 💧🌏 Greg Cocks @[email protected] ·

    Reconstructing Ice-Margin Retreat Using Delta Morphostratigraphy
    --
    doi.org/10.1038/s41598-017-167 <-- shared paper
    --
    [an older paper, but fascinating - and well presented, especially the images/figures]
    #GIS #spatial #mapping #icemargins #ice #delta #morphostratigraphy #paleogeography #icesheet #glacier #glacial #icesheet #glacialretreat #geology #landform #geomorphometry #geomorphology #LiDAR #engineeringgeology #remotesensing #icecontact #fluvial #water #hydrology #erosion #distal #glaciofluvial #paraglacial #sediment #deposition #quebec #canada #LaurentideIceSheet #retreat #delta #drainage #physiography #Québec

    #physiography #drainage #retreat #laurentideicesheet #canada #quebec
  20. 💧🌏 Greg Cocks @GregCocks ·

    Reconstructing Ice-Margin Retreat Using Delta Morphostratigraphy
    --
    doi.org/10.1038/s41598-017-167 <-- shared paper
    --
    [an older paper, but fascinating - and well presented, especially the images/figures]

    #gis #spatial #mapping #icemargins #ice #delta
  21. 💧🌏 Greg Cocks @[email protected] ·

    Identifying Environmental Risk Factors and Mapping the Distribution of West Nile Virus in an Endemic Region of North America
    --
    doi.org/10.1029/2018GH000161 <-- shared paper
    --
    [an older paper (2018) but a good one, including showing the versatility & usefulness of #FedScience spatial datasets]
    #GIS #spatial #mapping #USA #WestNile #WestNileVirus #fedscience #NationalLandCoverDatabase #NLCD #virus #publichealth #arboviruses #environment #data #spatialanalysis #spatiotemporal #fedscience #geocoding #environmental #landcover #physiography #climate #weather #transmission #model #regressiontree #risk #hazard #riskmaps #elevation #humidity #rainfall #precipitation #disease #soil #integrated #opendata #mosquito #satellite #SouthDakota #pasturelands #crossdiscipline #virology #remotesensing #earthobservation #Pathobiology #Epidemiology
    @USGS @USGS_EROS

    #remotesensing #earthobservation #fedscience #gis #spatial #mapping
  22. 💧🌏 Greg Cocks @[email protected] ·

    Identifying Environmental Risk Factors and Mapping the Distribution of West Nile Virus in an Endemic Region of North America
    --
    doi.org/10.1029/2018GH000161 <-- shared paper
    --
    [an older paper (2018) but a good one, including showing the versatility & usefulness of #FedScience spatial datasets]
    #GIS #spatial #mapping #USA #WestNile #WestNileVirus #fedscience #NationalLandCoverDatabase #NLCD #virus #publichealth #arboviruses #environment #data #spatialanalysis #spatiotemporal #fedscience #geocoding #environmental #landcover #physiography #climate #weather #transmission #model #regressiontree #risk #hazard #riskmaps #elevation #humidity #rainfall #precipitation #disease #soil #integrated #opendata #mosquito #satellite #SouthDakota #pasturelands #crossdiscipline #virology #remotesensing #earthobservation #Pathobiology #Epidemiology
    @USGS @USGS_EROS

    #fedscience #gis #spatial #mapping #usa #westnile
  23. 💧🌏 Greg Cocks @[email protected] ·

    Identifying Environmental Risk Factors and Mapping the Distribution of West Nile Virus in an Endemic Region of North America
    --
    doi.org/10.1029/2018GH000161 <-- shared paper
    --
    [an older paper (2018) but a good one, including showing the versatility & usefulness of #FedScience spatial datasets]
    #GIS #spatial #mapping #USA #WestNile #WestNileVirus #fedscience #NationalLandCoverDatabase #NLCD #virus #publichealth #arboviruses #environment #data #spatialanalysis #spatiotemporal #fedscience #geocoding #environmental #landcover #physiography #climate #weather #transmission #model #regressiontree #risk #hazard #riskmaps #elevation #humidity #rainfall #precipitation #disease #soil #integrated #opendata #mosquito #satellite #SouthDakota #pasturelands #crossdiscipline #virology #remotesensing #earthobservation #Pathobiology #Epidemiology
    @USGS @USGS_EROS

    #remotesensing #earthobservation #fedscience #gis #spatial #mapping
  24. 💧🌏 Greg Cocks @[email protected] ·

    Identifying Environmental Risk Factors and Mapping the Distribution of West Nile Virus in an Endemic Region of North America
    --
    doi.org/10.1029/2018GH000161 <-- shared paper
    --
    [an older paper (2018) but a good one, including showing the versatility & usefulness of #FedScience spatial datasets]
    #GIS #spatial #mapping #USA #WestNile #WestNileVirus #fedscience #NationalLandCoverDatabase #NLCD #virus #publichealth #arboviruses #environment #data #spatialanalysis #spatiotemporal #fedscience #geocoding #environmental #landcover #physiography #climate #weather #transmission #model #regressiontree #risk #hazard #riskmaps #elevation #humidity #rainfall #precipitation #disease #soil #integrated #opendata #mosquito #satellite #SouthDakota #pasturelands #crossdiscipline #virology #remotesensing #earthobservation #Pathobiology #Epidemiology
    @USGS @USGS_EROS

    #earthobservation #remotesensing #epidemiology #pathobiology #virology #crossdiscipline
  25. 💧🌏 Greg Cocks @GregCocks ·

    Identifying Environmental Risk Factors and Mapping the Distribution of West Nile Virus in an Endemic Region of North America
    --
    doi.org/10.1029/2018GH000161 <-- shared paper
    --
    [an older paper (2018) but a good one, including showing the versatility & usefulness of spatial datasets]

    @USGS @USGS_EROS

    #fedscience #gis #spatial #mapping #usa #westnile
  26. 💧🌏 Greg Cocks @[email protected] ·

    Evaluating The Uncertainties In Forest Canopy Height Measurements Using ICESat-2 Data
    --
    doi.org/10.34133/remotesensing <-- shared paper
    --
    svs.gsfc.nasa.gov/4936 <-- shared technical article, NASA – “Studying vegetation canopy with ICESAT-2”
    --
    #GIS #spatial #mapping #remotesensing #earthobservation #ICESat #ICESat2 #forest #ecosystems #canopy #naturalresources #LiDAR #ALS #satellite #metrics #evaluation #tree #trees #vegetation #physiography #forestcanopy #canopycover #spatialanalysis #model #modeling #regional #global #scale

    #forestcanopy #gis #spatial #mapping #remotesensing #earthobservation
  27. 💧🌏 Greg Cocks @[email protected] ·

    Evaluating The Uncertainties In Forest Canopy Height Measurements Using ICESat-2 Data
    --
    doi.org/10.34133/remotesensing <-- shared paper
    --
    svs.gsfc.nasa.gov/4936 <-- shared technical article, NASA – “Studying vegetation canopy with ICESAT-2”
    --
    #GIS #spatial #mapping #remotesensing #earthobservation #ICESat #ICESat2 #forest #ecosystems #canopy #naturalresources #LiDAR #ALS #satellite #metrics #evaluation #tree #trees #vegetation #physiography #forestcanopy #canopycover #spatialanalysis #model #modeling #regional #global #scale

    #gis #spatial #mapping #remotesensing #earthobservation #icesat
  28. 💧🌏 Greg Cocks @[email protected] ·

    Evaluating The Uncertainties In Forest Canopy Height Measurements Using ICESat-2 Data
    --
    doi.org/10.34133/remotesensing <-- shared paper
    --
    svs.gsfc.nasa.gov/4936 <-- shared technical article, NASA – “Studying vegetation canopy with ICESAT-2”
    --
    #GIS #spatial #mapping #remotesensing #earthobservation #ICESat #ICESat2 #forest #ecosystems #canopy #naturalresources #LiDAR #ALS #satellite #metrics #evaluation #tree #trees #vegetation #physiography #forestcanopy #canopycover #spatialanalysis #model #modeling #regional #global #scale

    #gis #spatial #mapping #remotesensing #earthobservation #icesat
  29. 💧🌏 Greg Cocks @[email protected] ·

    Evaluating The Uncertainties In Forest Canopy Height Measurements Using ICESat-2 Data
    --
    doi.org/10.34133/remotesensing <-- shared paper
    --
    svs.gsfc.nasa.gov/4936 <-- shared technical article, NASA – “Studying vegetation canopy with ICESAT-2”
    --
    #GIS #spatial #mapping #remotesensing #earthobservation #ICESat #ICESat2 #forest #ecosystems #canopy #naturalresources #LiDAR #ALS #satellite #metrics #evaluation #tree #trees #vegetation #physiography #forestcanopy #canopycover #spatialanalysis #model #modeling #regional #global #scale

    #forestcanopy #scale #global #regional #modeling #model
  30. 💧🌏 Greg Cocks @GregCocks ·

    Evaluating The Uncertainties In Forest Canopy Height Measurements Using ICESat-2 Data
    --
    doi.org/10.34133/remotesensing <-- shared paper
    --
    svs.gsfc.nasa.gov/4936 <-- shared technical article, NASA – “Studying vegetation canopy with ICESAT-2”
    --

    #gis #spatial #mapping #remotesensing #earthobservation #icesat
  31. 💧🌏 Greg Cocks @[email protected] ·

    Researchers Reconstruct Landscapes That Greeted The First Humans In Australia Around 65,000 Years Ago
    --
    phys.org/news/2024-04-reconstr <-- shared technical article
    --
    doi.org/10.1038/s41467-024-476 <-- shared paper
    --
    #GIS #spatial #mapping #anthropology #archaeology #indigenous #migration #sahul #Australia #aboriginal #FirstNation #spatialanalysis #spatiotemporal #NewGuinea #Tasmania #sealevel #hominin #hominoid #landscape #evolution #climatechange #megafauna #population #demographics #environment #environmental #climatechange #landscapeevolution #model #modeling #terrains #foodsecurity #watersecurity #drivers #huntergatherers #community #simulations #physiographic #physiography

    #gis #spatial #mapping #anthropology #archaeology #indigenous
  32. 💧🌏 Greg Cocks @[email protected] ·

    Researchers Reconstruct Landscapes That Greeted The First Humans In Australia Around 65,000 Years Ago
    --
    phys.org/news/2024-04-reconstr <-- shared technical article
    --
    doi.org/10.1038/s41467-024-476 <-- shared paper
    --
    #GIS #spatial #mapping #anthropology #archaeology #indigenous #migration #sahul #Australia #aboriginal #FirstNation #spatialanalysis #spatiotemporal #NewGuinea #Tasmania #sealevel #hominin #hominoid #landscape #evolution #climatechange #megafauna #population #demographics #environment #environmental #climatechange #landscapeevolution #model #modeling #terrains #foodsecurity #watersecurity #drivers #huntergatherers #community #simulations #physiographic #physiography

    #gis #spatial #mapping #anthropology #archaeology #indigenous
  33. 💧🌏 Greg Cocks @[email protected] ·

    Researchers Reconstruct Landscapes That Greeted The First Humans In Australia Around 65,000 Years Ago
    --
    phys.org/news/2024-04-reconstr <-- shared technical article
    --
    doi.org/10.1038/s41467-024-476 <-- shared paper
    --
    #GIS #spatial #mapping #anthropology #archaeology #indigenous #migration #sahul #Australia #aboriginal #FirstNation #spatialanalysis #spatiotemporal #NewGuinea #Tasmania #sealevel #hominin #hominoid #landscape #evolution #climatechange #megafauna #population #demographics #environment #environmental #climatechange #landscapeevolution #model #modeling #terrains #foodsecurity #watersecurity #drivers #huntergatherers #community #simulations #physiographic #physiography

    #gis #spatial #mapping #anthropology #archaeology #indigenous
  34. 💧🌏 Greg Cocks @[email protected] ·

    Researchers Reconstruct Landscapes That Greeted The First Humans In Australia Around 65,000 Years Ago
    --
    phys.org/news/2024-04-reconstr <-- shared technical article
    --
    doi.org/10.1038/s41467-024-476 <-- shared paper
    --
    #GIS #spatial #mapping #anthropology #archaeology #indigenous #migration #sahul #Australia #aboriginal #FirstNation #spatialanalysis #spatiotemporal #NewGuinea #Tasmania #sealevel #hominin #hominoid #landscape #evolution #climatechange #megafauna #population #demographics #environment #environmental #climatechange #landscapeevolution #model #modeling #terrains #foodsecurity #watersecurity #drivers #huntergatherers #community #simulations #physiographic #physiography

    #physiography #physiographic #simulations #community #huntergatherers #drivers
  35. 💧🌏 Greg Cocks @GregCocks ·

    Researchers Reconstruct Landscapes That Greeted The First Humans In Australia Around 65,000 Years Ago
    --
    phys.org/news/2024-04-reconstr <-- shared technical article
    --
    doi.org/10.1038/s41467-024-476 <-- shared paper
    --

    #gis #spatial #mapping #anthropology #archaeology #indigenous
  36. 💧🌏 Greg Cocks @[email protected] ·

    HydroATLAS
    --
    hydrosheds.org/hydroatlas <-- shared link to resource
    --
    #GIS #spatial #mapping #hydrology #water #opendata #rivers #lakes #hydroatlas #opendata #global #spatialanalysis #hydrosheds #hydrobasins #hydrorivers #hydrolakes #glwd #hydrowaste #gloric #hydrofalls #basinatlas #riveratlas #lakeatlas #dataset #hydroenvironmental #hydrology #physiography #climate #landcover #landuse #soils #geology #anthropogenic #remotesensing #earthobservation #geomorphometry

    #gis #spatial #mapping #hydrology #water #opendata
  37. 💧🌏 Greg Cocks @[email protected] ·

    HydroATLAS
    --
    hydrosheds.org/hydroatlas <-- shared link to resource
    --
    #GIS #spatial #mapping #hydrology #water #opendata #rivers #lakes #hydroatlas #opendata #global #spatialanalysis #hydrosheds #hydrobasins #hydrorivers #hydrolakes #glwd #hydrowaste #gloric #hydrofalls #basinatlas #riveratlas #lakeatlas #dataset #hydroenvironmental #hydrology #physiography #climate #landcover #landuse #soils #geology #anthropogenic #remotesensing #earthobservation #geomorphometry

    #gis #spatial #mapping #hydrology #water #opendata
  38. 💧🌏 Greg Cocks @[email protected] ·

    HydroATLAS
    --
    hydrosheds.org/hydroatlas <-- shared link to resource
    --
    #GIS #spatial #mapping #hydrology #water #opendata #rivers #lakes #hydroatlas #opendata #global #spatialanalysis #hydrosheds #hydrobasins #hydrorivers #hydrolakes #glwd #hydrowaste #gloric #hydrofalls #basinatlas #riveratlas #lakeatlas #dataset #hydroenvironmental #hydrology #physiography #climate #landcover #landuse #soils #geology #anthropogenic #remotesensing #earthobservation #geomorphometry

    #gis #spatial #mapping #hydrology #water #opendata
  39. 💧🌏 Greg Cocks @[email protected] ·

    HydroATLAS
    --
    hydrosheds.org/hydroatlas <-- shared link to resource
    --
    #GIS #spatial #mapping #hydrology #water #opendata #rivers #lakes #hydroatlas #opendata #global #spatialanalysis #hydrosheds #hydrobasins #hydrorivers #hydrolakes #glwd #hydrowaste #gloric #hydrofalls #basinatlas #riveratlas #lakeatlas #dataset #hydroenvironmental #hydrology #physiography #climate #landcover #landuse #soils #geology #anthropogenic #remotesensing #earthobservation #geomorphometry

    #geomorphometry #earthobservation #remotesensing #anthropogenic #geology #soils
  40. 💧🌏 Greg Cocks @GregCocks ·

    HydroATLAS
    --
    hydrosheds.org/hydroatlas <-- shared link to resource
    --

    #gis #spatial #mapping #hydrology #water #opendata
  41. Kohane @[email protected] ·

    "Physiography"
    #physiography #window #contrast #contrastphotography #bright #lightenters #old #oldroom #paint #paintflakes #paintflakeseverywhere #flay #peelingoff #abandoned #abandonedplaces #history #historical #historicalplaces #roomwithaview #tower #frominside #quiet #peace #peaceful #fresh #newtown

    #physiography #window #contrast #contrastphotography #bright #lightenters
  42. Kohane @[email protected] ·

    "Physiography"
    #physiography #window #contrast #contrastphotography #bright #lightenters #old #oldroom #paint #paintflakes #paintflakeseverywhere #flay #peelingoff #abandoned #abandonedplaces #history #historical #historicalplaces #roomwithaview #tower #frominside #quiet #peace #peaceful #fresh #newtown

    #physiography #window #contrast #contrastphotography #bright #lightenters
  43. Kohane @[email protected] ·

    "Physiography"
    #physiography #window #contrast #contrastphotography #bright #lightenters #old #oldroom #paint #paintflakes #paintflakeseverywhere #flay #peelingoff #abandoned #abandonedplaces #history #historical #historicalplaces #roomwithaview #tower #frominside #quiet #peace #peaceful #fresh #newtown

    #physiography #window #contrast #contrastphotography #bright #lightenters
  44. Kohane @[email protected] ·

    "Physiography"
    #physiography #window #contrast #contrastphotography #bright #lightenters #old #oldroom #paint #paintflakes #paintflakeseverywhere #flay #peelingoff #abandoned #abandonedplaces #history #historical #historicalplaces #roomwithaview #tower #frominside #quiet #peace #peaceful #fresh #newtown

    #physiography #window #contrast #contrastphotography #bright #lightenters
  45. 💧🌏 Greg Cocks @[email protected] ·

    Map Of Russia Scaled by Population In Every 'State'

    --

    I saw this 'map' of scaled (sic) by population in evet 'state', and as I am ½ way through reading Tim Marshall's book 'Prisoners Of Geography' I was especially drawn to this view, especially remembering how he described the context of Russia's various physiography features (e.g., the Urals) in terms of regional and national politics, history of warfare, population growth, etc

    (unfortunately @maps.n.more seems to no longer be on Twitter to do a H/T)

    #GIS #spatial #mapping #population #Russia #demographics #visualisation #representation #history #geopolitics #physiography #physicalgeography #PrisonersOfGeography #constraints

    #gis #spatial #mapping #population #russia #demographics
  46. 💧🌏 Greg Cocks @[email protected] ·

    Map Of Russia Scaled by Population In Every 'State'

    --

    I saw this 'map' of scaled (sic) by population in evet 'state', and as I am ½ way through reading Tim Marshall's book 'Prisoners Of Geography' I was especially drawn to this view, especially remembering how he described the context of Russia's various physiography features (e.g., the Urals) in terms of regional and national politics, history of warfare, population growth, etc

    (unfortunately @maps.n.more seems to no longer be on Twitter to do a H/T)

    #GIS #spatial #mapping #population #Russia #demographics #visualisation #representation #history #geopolitics #physiography #physicalgeography #PrisonersOfGeography #constraints

    #gis #spatial #mapping #population #russia #demographics
  47. 💧🌏 Greg Cocks @[email protected] ·

    Map Of Russia Scaled by Population In Every 'State'

    --

    I saw this 'map' of scaled (sic) by population in evet 'state', and as I am ½ way through reading Tim Marshall's book 'Prisoners Of Geography' I was especially drawn to this view, especially remembering how he described the context of Russia's various physiography features (e.g., the Urals) in terms of regional and national politics, history of warfare, population growth, etc

    (unfortunately @maps.n.more seems to no longer be on Twitter to do a H/T)

    #GIS #spatial #mapping #population #Russia #demographics #visualisation #representation #history #geopolitics #physiography #physicalgeography #PrisonersOfGeography #constraints

    #gis #spatial #mapping #population #russia #demographics
  48. 💧🌏 Greg Cocks @[email protected] ·

    Map Of Russia Scaled by Population In Every 'State'

    --

    I saw this 'map' of scaled (sic) by population in evet 'state', and as I am ½ way through reading Tim Marshall's book 'Prisoners Of Geography' I was especially drawn to this view, especially remembering how he described the context of Russia's various physiography features (e.g., the Urals) in terms of regional and national politics, history of warfare, population growth, etc

    (unfortunately @maps.n.more seems to no longer be on Twitter to do a H/T)

    #GIS #spatial #mapping #population #Russia #demographics #visualisation #representation #history #geopolitics #physiography #physicalgeography #PrisonersOfGeography #constraints

    #constraints #prisonersofgeography #physicalgeography #physiography #geopolitics #history
  49. 💧🌏 Greg Cocks @GregCocks ·

    Map Of Russia Scaled by Population In Every 'State'

    --

    I saw this 'map' of scaled (sic) by population in evet 'state', and as I am ½ way through reading Tim Marshall's book 'Prisoners Of Geography' I was especially drawn to this view, especially remembering how he described the context of Russia's various physiography features (e.g., the Urals) in terms of regional and national politics, history of warfare, population growth, etc

    (unfortunately @maps.n.more seems to no longer be on Twitter to do a H/T)

    #gis #spatial #mapping #population #russia #demographics
  50. 💧🌏 Greg Cocks @[email protected] ·

    Hundred Million Years Of Landscape Dynamics From Catchment To Global Scale
    --
    doi.org/10.1126/science.add254 <-- shared paper
    --
    youtu.be/sdRF0kuqOkg <-- shared video
    --
    #GIS #spatial #mapping #modeling #model #marine #video #global #earth #sediment #hydrology #catchment #sedimentation #physiography #stratigraphy #spatiotemporal #spatialanalysis #ocean #geomorphology #landform #geology #geologic #geologicrecord #weathering #erosion #flux #Cenozoic #landscapes #paleoelevation #paleoclimate #elevation #sediment #simulation #tectonics #platetectonics #strata

    #gis #spatial #mapping #modeling #model #marine
  51. 💧🌏 Greg Cocks @[email protected] ·

    Hundred Million Years Of Landscape Dynamics From Catchment To Global Scale
    --
    doi.org/10.1126/science.add254 <-- shared paper
    --
    youtu.be/sdRF0kuqOkg <-- shared video
    --
    #GIS #spatial #mapping #modeling #model #marine #video #global #earth #sediment #hydrology #catchment #sedimentation #physiography #stratigraphy #spatiotemporal #spatialanalysis #ocean #geomorphology #landform #geology #geologic #geologicrecord #weathering #erosion #flux #Cenozoic #landscapes #paleoelevation #paleoclimate #elevation #sediment #simulation #tectonics #platetectonics #strata

    #gis #spatial #mapping #modeling #model #marine
  52. 💧🌏 Greg Cocks @[email protected] ·

    Hundred Million Years Of Landscape Dynamics From Catchment To Global Scale
    --
    doi.org/10.1126/science.add254 <-- shared paper
    --
    youtu.be/sdRF0kuqOkg <-- shared video
    --
    #GIS #spatial #mapping #modeling #model #marine #video #global #earth #sediment #hydrology #catchment #sedimentation #physiography #stratigraphy #spatiotemporal #spatialanalysis #ocean #geomorphology #landform #geology #geologic #geologicrecord #weathering #erosion #flux #Cenozoic #landscapes #paleoelevation #paleoclimate #elevation #sediment #simulation #tectonics #platetectonics #strata

    #gis #spatial #mapping #modeling #model #marine
  53. 💧🌏 Greg Cocks @[email protected] ·

    Hundred Million Years Of Landscape Dynamics From Catchment To Global Scale
    --
    doi.org/10.1126/science.add254 <-- shared paper
    --
    youtu.be/sdRF0kuqOkg <-- shared video
    --
    #GIS #spatial #mapping #modeling #model #marine #video #global #earth #sediment #hydrology #catchment #sedimentation #physiography #stratigraphy #spatiotemporal #spatialanalysis #ocean #geomorphology #landform #geology #geologic #geologicrecord #weathering #erosion #flux #Cenozoic #landscapes #paleoelevation #paleoclimate #elevation #sediment #simulation #tectonics #platetectonics #strata

    #strata #platetectonics #tectonics #simulation #elevation #paleoclimate
  54. 💧🌏 Greg Cocks @GregCocks ·

    Hundred Million Years Of Landscape Dynamics From Catchment To Global Scale
    --
    doi.org/10.1126/science.add2541 <-- shared paper
    --
    youtu.be/sdRF0kuqOkg <-- shared video
    --

    #gis #spatial #mapping #modeling #model #marine