#modelcomparison — Public Fediverse posts

Mistral 7B excels at everyday reasoning while OLMo2 7B shines in knowledge-intensive tasks. See how both perform in our (Un)Perplexed Spready software in our latest comparison! https://matasoft.hr/qtrendcontrol/index.php/un-perplexed-spready/un-perplexed-spready-various-articles/146-comparative-analysis-of-mistral-7b-and-olmo2-7b-on-the-ollama-platform
#AIPowered #ModelComparison #BusinessIntelligence

Integrated Topographic Corrections Improve Forest Mapping Using Landsat Imagery
--
https://doi.org/10.1016/j.jag.2022.102716 <-- shared 2022 paper
--
“HIGHLIGHTS:
• [They] evaluated the impacts of topographic correction on forest mapping in the mountains.
• The enhanced C-correction and the physical model reduced topographic effects.
• The corrected Landsat imagery time series resulted in higher accuracy.
• Terrain information improved classification but not as much as topographic correction.
• [They] recommend using topographic correction for forest cover mapping..."
#GIS #spatial #AtmosphericCorrection #IlluminationCondition #LandCover #ModelComparison #TimeSeries #TopographicCorrection #remotesensing #comparasion #topographic #correction #NDVI #forest #vegetation #model #modeling #spatialanalyis #accuracy #forestcover #Russia #Georgia #CaucasusMountains #spatiotemporal #landsat #elevation #DEM

Integrated Topographic Corrections Improve Forest Mapping Using Landsat Imagery
--
https://doi.org/10.1016/j.jag.2022.102716 <-- shared 2022 paper
--
“HIGHLIGHTS:
• [They] evaluated the impacts of topographic correction on forest mapping in the mountains.
• The enhanced C-correction and the physical model reduced topographic effects.
• The corrected Landsat imagery time series resulted in higher accuracy.
• Terrain information improved classification but not as much as topographic correction.
• [They] recommend using topographic correction for forest cover mapping..."
#GIS #spatial #AtmosphericCorrection #IlluminationCondition #LandCover #ModelComparison #TimeSeries #TopographicCorrection #remotesensing #comparasion #topographic #correction #NDVI #forest #vegetation #model #modeling #spatialanalyis #accuracy #forestcover #Russia #Georgia #CaucasusMountains #spatiotemporal #landsat #elevation #DEM

Integrated Topographic Corrections Improve Forest Mapping Using Landsat Imagery
--
https://doi.org/10.1016/j.jag.2022.102716 <-- shared 2022 paper
--
“HIGHLIGHTS:
• [They] evaluated the impacts of topographic correction on forest mapping in the mountains.
• The enhanced C-correction and the physical model reduced topographic effects.
• The corrected Landsat imagery time series resulted in higher accuracy.
• Terrain information improved classification but not as much as topographic correction.
• [They] recommend using topographic correction for forest cover mapping..."
#GIS #spatial #AtmosphericCorrection #IlluminationCondition #LandCover #ModelComparison #TimeSeries #TopographicCorrection #remotesensing #comparasion #topographic #correction #NDVI #forest #vegetation #model #modeling #spatialanalyis #accuracy #forestcover #Russia #Georgia #CaucasusMountains #spatiotemporal #landsat #elevation #DEM

Integrated Topographic Corrections Improve Forest Mapping Using Landsat Imagery
--
https://doi.org/10.1016/j.jag.2022.102716 <-- shared 2022 paper
--
“HIGHLIGHTS:
• [They] evaluated the impacts of topographic correction on forest mapping in the mountains.
• The enhanced C-correction and the physical model reduced topographic effects.
• The corrected Landsat imagery time series resulted in higher accuracy.
• Terrain information improved classification but not as much as topographic correction.
• [They] recommend using topographic correction for forest cover mapping..."
#GIS #spatial #AtmosphericCorrection #IlluminationCondition #LandCover #ModelComparison #TimeSeries #TopographicCorrection #remotesensing #comparasion #topographic #correction #NDVI #forest #vegetation #model #modeling #spatialanalyis #accuracy #forestcover #Russia #Georgia #CaucasusMountains #spatiotemporal #landsat #elevation #DEM

Integrated Topographic Corrections Improve Forest Mapping Using Landsat Imagery
--
https://doi.org/10.1016/j.jag.2022.102716 <-- shared 2022 paper
--
“HIGHLIGHTS:
• [They] evaluated the impacts of topographic correction on forest mapping in the mountains.
• The enhanced C-correction and the physical model reduced topographic effects.
• The corrected Landsat imagery time series resulted in higher accuracy.
• Terrain information improved classification but not as much as topographic correction.
• [They] recommend using topographic correction for forest cover mapping..."
#GIS #spatial #AtmosphericCorrection #IlluminationCondition #LandCover #ModelComparison #TimeSeries #TopographicCorrection #remotesensing #comparasion #topographic #correction #NDVI #forest #vegetation #model #modeling #spatialanalyis #accuracy #forestcover #Russia #Georgia #CaucasusMountains #spatiotemporal #landsat #elevation #DEM

Comparative Analysis Of Performance And Mechanisms Of Flood Inundation Map Generation Using Height Above Nearest Drainage
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https://doi.org/10.1016/j.envsoft.2022.105565 <-- shared paper
--
#GIS #spatial #mapping #model #modeling #flood #water #hydrology #floodinundation #floodinundationmapping #heightabovenearestdrainage #modelcomparison #modelconfiguration #performanceanalysis #FIM #HAND #NWC #NWM #hydrofabric #USA #nationwide #floodmapping #NWCH #NHD #NHDPlusHR #NHDPlus #inundation #weather #precipitation #catchment #ratingcurves #prediction #climate #NOAA @nws #USGS

Comparative Analysis Of Performance And Mechanisms Of Flood Inundation Map Generation Using Height Above Nearest Drainage
--
https://doi.org/10.1016/j.envsoft.2022.105565 <-- shared paper
--
#GIS #spatial #mapping #model #modeling #flood #water #hydrology #floodinundation #floodinundationmapping #heightabovenearestdrainage #modelcomparison #modelconfiguration #performanceanalysis #FIM #HAND #NWC #NWM #hydrofabric #USA #nationwide #floodmapping #NWCH #NHD #NHDPlusHR #NHDPlus #inundation #weather #precipitation #catchment #ratingcurves #prediction #climate #NOAA @nws #USGS

Comparative Analysis Of Performance And Mechanisms Of Flood Inundation Map Generation Using Height Above Nearest Drainage
--
https://doi.org/10.1016/j.envsoft.2022.105565 <-- shared paper
--
#GIS #spatial #mapping #model #modeling #flood #water #hydrology #floodinundation #floodinundationmapping #heightabovenearestdrainage #modelcomparison #modelconfiguration #performanceanalysis #FIM #HAND #NWC #NWM #hydrofabric #USA #nationwide #floodmapping #NWCH #NHD #NHDPlusHR #NHDPlus #inundation #weather #precipitation #catchment #ratingcurves #prediction #climate #NOAA @nws #USGS

Comparative Analysis Of Performance And Mechanisms Of Flood Inundation Map Generation Using Height Above Nearest Drainage
--
https://doi.org/10.1016/j.envsoft.2022.105565 <-- shared paper
--
#GIS #spatial #mapping #model #modeling #flood #water #hydrology #floodinundation #floodinundationmapping #heightabovenearestdrainage #modelcomparison #modelconfiguration #performanceanalysis #FIM #HAND #NWC #NWM #hydrofabric #USA #nationwide #floodmapping #NWCH #NHD #NHDPlusHR #NHDPlus #inundation #weather #precipitation #catchment #ratingcurves #prediction #climate #NOAA @nws #USGS

Comparative Analysis Of Performance And Mechanisms Of Flood Inundation Map Generation Using Height Above Nearest Drainage
--
https://doi.org/10.1016/j.envsoft.2022.105565 <-- shared paper
--
#GIS #spatial #mapping #model #modeling #flood #water #hydrology #floodinundation #floodinundationmapping #heightabovenearestdrainage #modelcomparison #modelconfiguration #performanceanalysis #FIM #HAND #NWC #NWM #hydrofabric #USA #nationwide #floodmapping #NWCH #NHD #NHDPlusHR #NHDPlus #inundation #weather #precipitation #catchment #ratingcurves #prediction #climate #NOAA @nws #USGS