You can find slides from my talk "Exploring spatial autocorrelation and variable importance in machine learning models using patternograms" given during the European Conference of Ecological Modelling 2023 conference at https://jakubnowosad.com/ecem-2023.

#gischat #spatialautocorrelation #rspatial #rstats

My #ECEM23 talk is today (Sep 5th) at 11:30 AM in Hall 1 B.

"Exploring spatial autocorrelation and variable importance in machine learning models using
patternograms"

#rspatial #spatialml #spatialautocorrelation

Elevation-Based Probabilistic Mapping Of Irregularly Flooded Wetlands Along The Northern Gulf Of Mexico Coast
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https://www.sciencedirect.com/science/article/pii/S0034425723000020 <-- shared paper
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https://doi.org/10.5066/P9MLO26U <-- open access to study’s data
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#GIS #spatial #probablistic #mapping #coastal #wetlands #elevation #uncertainty #LiDAR #MonteCarloSimulation #spatialautocorrelation #gischat #flooded #flooding #GulfOfMexico #MHW #datum #tidal #ecosystem #wildlife #fish #habitat #erosion #protection #SLR #sealevelrise #climatechange #hydrospatial #extremestorms #stormsurge #management #mitigation #spatialanalysis #spatiotemporal #changecontrol #extremeweather #landuse #landcover #remotesensing #model #modeling #numericalmodeling #probabilisticmap #accuracy #precision #corrleation #errormetrics #statistics #geostatistics #opendata #water #hydrology #data #food #digital