Thirty Years of the U.S. National Land Cover Database - Impacts and Future Direction
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https://doi.org/10.14358/PERS.25-00121R2 <-- shared paper
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“Editor's choice article for the October Issue of Photogrammetric Engineering and Remote Sensing.”
#GIS #spatial #mapping #remotesensing #opendata #earthobservation #landcover #USA #NLCD #MRLCC #history #datacollection #impervioussurface #classifaction #landform #forestcanopy #fedscience #fedservice #deeplearning #AI #spatialanalysis #change #monitoring #usecase #research #landmanagement #management #policy #planning #support #agriculture #urbanplanning #environment #ecosystems #biodiversity #conservation #water #hydrology #humanhealth #risk #hazard #soils #naturalhazard #spatiotemporal #landchange #forestry #watermanagement #waterquality #publicsafety #groundwater #NCLA #wildfire #stormwater #extremeweather
#USGS #EROS #NASA #USFS

The Real Height At Which A Hill Becomes A Mountain, According To Data
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https://www.nzherald.co.nz/world/the-real-height-at-which-a-hill-becomes-a-mountain-according-to-data/TV2AOOLNFBENNCZ2H5SAUSJSUA/ <-- shared media article
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“From California to Colorado, one universal experience defines growing up in the American West. It’s not the wide-open skies. Or the deer and the antelope. It’s not even the lack of humidity, blissful as it may be. It’s taking your first trip Back East, visiting a national park and turning to your friends to say, “They call this a mountain?”..."
#spatial #mapping #elevation #definition #mountain #hill #slope #topography #classifaction #landform #USGS #GeographicNamesInformationSystem #GNIS #ruggedness #terrain #slope
#USGS | #GlobalMountainBiodiversityAssessment

Classification Of Urban Morphology With Deep Learning - Application On Urban Vitality
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https://doi.org/10.1016/j.compenvurbsys.2021.101706 <-- shared paper
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https://github.com/ualsg/Road-Network-Classification <-- shared GitHub repository
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#GIS #spatial #mapping #bigdata #city #cities #spatialanalysis #spatiotemporal #urban #analysis #model #modeling #urbanmorphology #deeplearning #machinelearning #AI #classifaction #network #streets #routing #network #connections #morphology #density #proportion #type #mixture #convolutionalneuralnetwork #CNN #regressionmodel #OpenStreetMap #groups #subgroups #vitality #indicators

Critical Minerals In Ores (CMiO) Database
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https://lnkd.in/gynRjUfn <-- shared USGS publication
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https://lnkd.in/gETca3DQ <-- shared link to open data database, web map services, etc
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https://portal.ga.gov.au/persona/cmmi <-- shared web map
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https://lnkd.in/gdmMp2zg <-- shared editorial piece on critical minerals and geopolitics
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#geology #fedscience #opendata #CMMI #CMiO #criticalminerals #minerals #ores #database #opendata #GIS #spatial #mapping #spatialanalysis #commodities #technology #components #geochemistry #deposits #mining #extraction #classifaction #nomenclature #environments #structuralgeology #exploration
@USGS | @GeoscienceAustralia | @GeologicalSurveyOfCanada