A Methodology For The Multitemporal Analysis Of Land Cover Changes And Urban Expansion Using Synthetic Aperture Radar (SAR) Imagery - A Case Study Of The Aburrá Valley In Colombia
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https://doi.org/10.3390/rs17030554 <-- shared paper
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#GIS #spatial #mapping #SyntheticApertureRadar #SAR #remotesensing #multitemporalanalysis #landcover #landcoverchange #clustering #kurtosis #fuzzylogic #kernelbasedmethod #machinelearning #spatialanalysis #spatiotemporal #geostatistics #model #modeling #AburráValley #Columbia #urban #urbanexpansion #population #growth #topography #monitoring #satellite #sentinel #valley #landuse #distribution #infrastructure #building #roads #naturalresources #environmental #conservation #monitoring #multitemporal

Despite the richness of in-situ datasets, gaps remain in areas like cover crop types and forest disturbances

To address this, EvoLand will collect, process, harmonise, and quality-assess existing resources of reference data sets, encompassing general land cover, biomass, cover crops, and forest disturbance. Learn more about this method by exploring this link https://www.evo-land.eu/method/novel-insitu-data/

#MachineLearning #DataScience #Innovation #LandCoverChange

@EU_HaDEA @euenvironment @DLR @cnes