Canada Is On Fire - Maps, Satellite Data, Smoke Forecasts Powering Emergency Response [spatial resources]
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https://gogeomatics.ca/wildfire-maps-satellite-data-smoke-forecasts-powering-emergency-response/ <-- shared technical article / resource
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https://cwfis.cfs.nrcan.gc.ca/home <-- shared Canadian Wildland Fire Information System (CWFIS) page
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#GIS #spatial #mapping #resources #Canada #provinces #remotesensing #fire #wildfire #monitoring #response #hazardresponse #riskassessment #risk #hazard #loss #cost #infrastructure #extremeweather #climatechange #hot #dry #fireseason #stateofemergency #humanimpacts #publichealth #smoke #publicsafety #community #urban #opendata #spatialanalysis #spatiotemporal

[Public Lands] National Forests Deliver Almost Half Of The West's Drinking Water Supply, [USFS] Report Shows
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https://www.kunm.org/news/2022-10-07/national-forests-deliver-almost-half-of-the-wests-drinking-water-supply-report-shows <-- shared media article
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https://www.fs.usda.gov/sites/default/files/fs_media/fs_document/GTR-WO-100.pdf <-- shared USFS publication
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#water #watersupply #hydrology #publicwatersupply #PWS #USWest #publiclands #waterresources #forests #grasslands #nationalforests #nationalgrasslands #MountainWest #surfacewater #waterquality #community #watersecurity #urban #industrial #residential #drinkingwater #planning #management #watershed #GIS #spatial #mapping #spatialanalysis #spatiotemporal #model #modeling #interbasintransfers #NationalForestSystem #WaSSI #population #USA #US #publiclands
@USFS

Declining Freshwater Availability in the Colorado River Basin Threatens Sustainability of Its Critical Groundwater Supplies
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https://doi.org/10.1029/2025GL115593 <-- shared paper
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https://www.livescience.com/planet-earth/rivers-oceans/groundwater-in-the-colorado-river-basin-wont-run-out-but-eventually-we-wont-be-able-to-get-at-it-scientists-warn <-- shared technical overview article
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#GIS #spatial #mapping #water #hydrology #groundwater #waterresources #management #planning #ColoradoRiver #ColoradoRiverBasin #depletion #pumping #overpumping #climatechange #extremeweather #droughts #watershortage #waterstorage #remotesensing #spatialanalysis #earthobservation #satellite #spatiotemporal #GRACE #GRACEFO #model #modeling #sustainable #extraction #research

Hypereutrophication, Hydrogen Sulfide, And Environmental Injustices - Mechanisms And Knowledge Gaps At The Salton Sea
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https://doi.org/10.1029/2024GH001327
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[I have long been fascinated by this ‘accidental waterbody’, from its creation all the way through the extreme pollution issues as it evaporates – and the lithium under it – a heck of a history, culturally, demographically, hydrologically, contaminants, public health, agriculturally and so much more…]
#GIS #spatial #mapping #Hypereutrophication #HydrogenSulfide, #EnvironmentalInjustice #SaltonSea #California #publichealth #water #hydrology #sea #waterbody #accident #fertiliser #fertilizer #dust #dustborne #lake #degradation #health #community #rural #Latinx #Hispanic #farmworkers #children #TorresMartinezDesert #Cahuilla #Indian #FirstNation #evaporation #H2S #research #waterquality #waterresources #agriculture #environment #airquality #wind #airborne #spatialanalysis #monitoring #spatiotemporal #sensor #emissions #nutrients #Coachella #ImperialValley #sediment

Modeling And Analyzing Urban Networks And Amenities With OSMnx
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https://doi.org/10.1111/gean.70009 <-- shared technical article / 'how to'
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#GIS #spatial #mapping #OSMnx #OpenStreetMap #model #modeling #python #code #spatialanalysis #urban #networks #roads #transportation #infrastructure #geography #urbanplanning #planning #usage #design #software #development #openscience #opensource #analysis #tutorial #howto

40 ‘Amazing Maps’ That May Give You A Unique Perspective On The World
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https://www.aol.com/80-curious-maps-expand-knowledge-093422705.html <-- shared page
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https://www.instagram.com/amazingmap/ <-- #AmazingMaps Instagram page
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“If you were born in the last 30 years, there’s a good chance you’ve never actually had to rely on a paper map. You might have seen them at amusement parks or folded up in the glove compartment of your dad’s car. But you probably weren’t using them to navigate from the passenger seat while on a road trip with your best friend.
Despite the fact that the majority of the world now uses apps to provide us with directions, there will always be a place for maps. And if you disagree, I hope that the Amazing Maps Instagram page [link above] will help change your mind. This account has amassed nearly 75K followers for sharing fascinating maps of the world, along with fun facts and interesting statistics…”
#GIS #spatial #maps #mapping #cartography #data #thematic #examples #spatialanalysis #AmazingMaps #world #global

A Comprehensive Framework For Evaluating The Quality Of Street View Imagery
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https://doi.org/10.1016/j.jag.2022.103094 <-- shared paper
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“HIGHLIGHTS
• [They] propose the first comprehensive quality framework for street view imagery.
• Framework comprises 48 quality elements and may be applied to other image datasets.
• [They] implement partial evaluation for data in 9 cities, exposing varying quality.
• The implementation is released open-source and can be applied to other locations.
• [They] provide an overdue definition of street view imagery..."
#GIS #spatial #mapping #streetlevelimagery #Crowdsourcing #QualityAssessmentFramework #Heterogeneity #imagery #dataquality #metrics #QA #urban #cities #remotesensing #spatialanalysis #StreetView #Google #Mapillary #KartaView #commercial #crowsourced #opendata #consistency #standards #specifications #metadata #accuracy #precision #spatiotemporal #terrestrial #assessment

“Every new geospatial tool is just GDAL in a trench coat”
~ @lindsey Nield of @earthmover
H/T @hobu
#GIS #spatial #mapping #GDAL #opensource #spatialanalysis #tool

National Park Service Streamlines Fossil Data Collection with GIS
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https://www.esri.com/about/newsroom/blog/national-park-service-fossil-mapping <-- shared blog post
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[with palæontology as one of the papers in my MSc studies, seeing another use case in GIS is brilliant…]
#GIS #spatial #mapping #fossil #paleontology #US #NationalParks #NPS #cataloguing #inventory #NationalParkService #palaeontology #fedscience #documenting #spatialanalysis #geology #stratigraphy #fossilrecord #paleo #monitoring #managing #exploration
@NPS

The March 1940 Superstorm - Geoelectromagnetic Hazards And Impacts On American Communication And Power Systems
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https://doi.org/10.1029/2022SW003379 <-- shared paper
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#spaceweather #geomagnetic #history #historic #1940 #USA #measurement #spatialanalysis #geomagnetism #risk #hazard #effects #ICME #CME #coronalmassejection #interference #electricity #electrical #utilities #infrastructure #impacts #communications #telecommunications #geoelectromagnetic #solarwind #magneticstorm #humanimpacts #geoelectric #geology #soil #operations #transmission #power #energy #energysupply #naturalhazard@USGS | @CIRES

New post in Geodata Ramblings: Exploratory data analysis using Wyvern's hyperspectral imagery Open Data Program. Harmful Algal Bloom (HAB) detection is attempted using selected band wavelengths and raster analysis techniques. Part 1 of 2!

#GIS #GDAL #hyperspectral #wyvern #remotesensing #spatialanalysis #earthobservation #datascience #geospatialanalytics #opendata #rasteranalyis #geospatial

https://ricegeo.dev/hab-detection-wyvern-hsi

Interested in spatial machine learning with R?
We compare caret, tidymodels, and mlr3 for spatial tasks — and show how their workflows differ.

Read it here: https://geocompx.org/post/2025/sml-bp1/

A Predictive Model For Household Displacement Duration After Disasters
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https://doi.org/10.1111/risa.17710 <-- shared paper
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https://nicolepaul.eu.pythonanywhere.com/ <-- interactive web interface
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#GIS #spatial #mapping #HouseholdPulseSurvey #risk #hazard #damage #loss #spatialanalysis #model #modeling #disaster #naturaldisaster #storm #hurricane #flood #fire #cost #economics #community #publicsafety #effects #predictivemodel #AI #machinelearning #riskanalysis #classifactiontree #socioeconomics #casestudy #mitigation #preparedness #displacement #population

Observations Reveal Changing Coastal Storm Extremes Around The United States
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https://doi.org/10.1038/s41558-025-02315-z <-- shared paper
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#GIS #spatial #mapping #extremeweather #coast #coastal #spatialanalysis #spatiotemporal #model #modeling #communities #publicsafety #climatechange #stormsurge #USA #flood #flooding #risk #hazard #damage #infrastructure #cost #economics #mitigation #insurance #sealevel #SLR #sealevelrise #Bayesian #hierarchical #framework #tideguage #tide #tidal #water #hydrology #hydrography #extremes #intensity #monitoring

New Coasts Emerging From The Retreat Of Northern Hemisphere Marine-Terminating Glaciers In The Twenty-First Century
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https://doi.org/10.1038/s41558-025-02282-5 <-- shared paper
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#GIS #spatial #mapping #geography #climatechange #glaciers #glacial #melting #retreating #ctyosphere #spatialanalysis #spatiotemporal #deglaciation #coast #coastal #geomorphology # geomorphometry #proglacial #coastline #geology #NorthernHemisphere #Greenland #paraglacial #sediment #sedimentation #dynamic #retreating #ecosystems #Arctic #islands #new #climate #rock #permafrost #geodiversity #delta #moraine #beach #juvenile #snow #ice #calving