Designing AI That Keeps Human Decision-Makers in Mind

https://www.gsb.stanford.edu/insights/designing-ai-keeps-human-decision-makers-mind

Landsat At Work – Satellites Help With Complex Crop And Water Issues
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https://www.usgs.gov/centers/eros/news/landsat-work-satellites-help-complex-crop-and-water-issues <-- shared USGS technical article
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https://www.usgs.gov/landsat-missions/landsat-data-access <-- shared open data USGS landsat datasets
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#GIS #spatial #mapping #landsat #remotesensing #earthobservation #satellite #agriculture #usecase #irrigation #orchards #California #landsurface #groundwater #pumping #efficiency #watereresources #fedscience #watersupply #monitoring #planning #management #sustainable #sustainability #LandIQ #well #model #modeling #watersecurity #food #foodsecurity #crops
#USGS | #EROS

How undergraduate students integrate generative AI tools into their academic studies routines

https://cacm.acm.org/blogcacm/students-in-advanced-computational-fields-are-accelerated-early-adapters-of-generative-ai-technology/

Clark Center For Geospatial Analytics’ Role In Our Seafood Sustainability Is Anything But Shrimpy - Decade-Old Aquaculture Project Has Received Over $7.5 Million In Grants From The Moore Foundation
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https://www.clarku.edu/news/2025/05/08/clark-center-for-geospatial-analytics-tools-help-shrimp-lovers-make-sustainable-choices/ <-- shared technical article
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[this should not (necessarily) be considered an endorsement of the mentioned organisations]
#GIS #spatial #mapping #shrimp #shrimpfarming #Costco #remotesensing #earthobservation #machinelearning #AI #appliedscience #usecase #sustainability #production #productivity #aquafarming #aquaculture #seafood #mangrove #ecosystems #wetlands #coast #coastal #spatialanalysis #farming #agriculture #Indonesia #Thailand #Cambodia #Vietnam #Burma #Ecuador #SEAsia #SouthAmerica #landchange #landcover #change #university #education #research #appliedresearch

Water Data Keep Us Strong | USGS WaterAlert Water Safety at Your Fingertips [USGS Water]
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https://www.usgs.gov/media/images/water-data-keep-us-strong and https://www.usgs.gov/media/images/usgs-wateralert-water-safety-your-fingertips <-- shared pair of USGS water-related infographics
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https://accounts.waterdata.usgs.gov/wateralert/ <-- shared link to subscribe to USGS Water Alert
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#water #hydrology #fedservice #fedscience #watersecurity #infographics #infographic #opendata #data #GIS #spatial #mapping #US #USA #alert #risk #hazard #monitoring #notification #waterdata #usecase #farms #agriculture #businesses #industry #residential #cost #economics #vitalresource #damage #assesr #resource #energy #HEP #watersupply #waterresources #management #planning #education #awareness #national #nation #WaterAlert #alerts #flows #streamflow #river #streamgauge #notification
@USGS

Geospatial Without Maps [blog post]
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https://cercanasystems.com/2025/05/geospatial-without-maps/ <-- shared blog posts
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[I will be honest, I can’t remember the last time I personally made a map…]
#GIS #spatial #mapping #mapless #AllDataIsSpatial #usecase #appliedscience #appliedtechnology #automation #coding #machinelearning #AI #maintenance #utilities #GPS #infrastructure #datasupply #dataflow #spatialdata #spatialanalysis #spatiotemporal #farming #agriculture #precisionagriculture #yield #InternetOfThings #integration #smartinfracture #earthobservation #model #modeling #routing #urban #planning #spatiallogic #proximity #zonal #statistics #geostatistics #context #systemsintegration #workflows #processmodels #spatialintelligence #decisionsystems #businessrules #efficiency

Landsat At Work – Better Wireless Communication - National Land Cover Database (NLCD), Based On Landsat, Helps Plan Clear Signal
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https://www.usgs.gov/centers/eros/news/landsat-work-a-path-better-wireless-communication <-- shared article
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https://www.usgs.gov/landsat-missions <-- shared about Landsat
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https://www.usgs.gov/centers/eros/science/annual-national-land-cover-database <-- shared about NLCD
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#GIS #spatial #mapping #Landsat #remotesensing #satellite #earthobservation #fedscience #usecase #USGS #EROS #cellphone #mobilephone #telecommunications #communications #cost #benefit #wireless #towers #antennas #landcover #landuse #NLCD #radio #frequency #siting #lineofsight #clutter #economics #risk #hazard #signal #signalquality #USA #value #returnoninvestment
@USGS @USGS_EROS

Intermountain West Seamless Geologic Map Explorer - National Cooperative Geologic Mapping Program
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https://apps.usgs.gov/intermountain_west_seamless_geologic_map_explorer/index.html <-- shared web map / app
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https://www.sciencebase.gov/catalog/item/65cea1c8d34ec3e1801bf74f <-- shared USGS SB details
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https://doi.org/10.3133/sir20225115 <-- shared SIGMa-GeMS
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https://doi.org/10.3133/tm11B10 <-- shared GeMS
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#GIS #spatial #mapping #geology #geologicmapping #USA #USWest #fedscience #usecase #GeMS #SIGMa #opendata #seamless #IntermountainWest #MapExplorer bedrock #surficial #data #NationalCooperativeGeologicMappingProgram #NCGMP #framework #resources #exploration #Strategic #Planning #ProjectDevelopment #ScientificCollaboration #Colorado #NewMexico #interactive #downloadable
@USGS

Rethinking GIScience Education In An Age Of Disruptions
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https://doi.org/10.1111/tgis.70048 <-- shared paper
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#GIS #spatial #mapping #education #training #college #university #GIScience #usecase #change #adaption #AI #machinelearning #discipline #workforce #professionals #learning #solutions #problems #openscience #ethics #GISethics #practices #crossdiscipline #academia

What AI is good enough for:
Confront it with some hasty thought of yours and get instant counter speech.

Why Geological Maps Are The Best Investment You’ve Never Heard Of - Investments In Geological Mapping Paid Off Big Time For Americans.
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https://www.zmescience.com/science/geology/why-geological-maps-are-the-best-investment-youve-never-heard-of/ <-- shared opinion piece
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https://profession.americangeosciences.org/reports/geological-mapping-economics/ <-- shared technical cost-benefit analysis
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https://www.geosociety.org/GSA/gsa/positions/position3.aspx <-- shared 2003 GSA appraisal
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[I am, of course, biased in this regard, but I also like well-presented metrics – and use cases being met are my favourite!]
#geology #value #cost #mapping #cartography #cartographic #USA #costbenefit #geologicmapping #metrics #usecase #fedscience #appliedscience #engineeringgeology #spatial #GIS #construction #resources #naturalresources #engineering #risk #hazard #naturaldisasters #payoff #investment #massmovement #groundwater #waterresources #water #hydrology #rareearth #minerals #mining #oilandgas #exploration #underground #money #economics #publicgood #publicvalue #investment

We've just published a community post showcasing the power of the OpenLink AI Layer (OPAL) in action. It includes Cello, an AI Agent prototype built using the EU's Virtuoso-based SPARQL endpoint.

https://community.openlinksw.com/t/practical-genai-in-action-demonstrating-the-openlink-ai-layer-opal/4912

Landscape Metrics - “R As GIS” Course
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https://jakubnowosad.com/rgis2025/output/landscape_metrics.html#/title-slide <-- shared presentation
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#GIS #spatial #mapping #R #tutorial #onlinelearning #presentation #rasters #remotesensing #earthobservation #landscape #metrics #spatialanalysis #spatiotemporal #natural #social #cultural #ecosystems #biodiversity #water #waterquality #usecase #geomorphology #geomorphometry #patterns

Roboter werden lernfähig. Durch Verzahnung mit #KI-Methoden können sie sich flexibel an unterschiedliche Aufgaben, Menschen und Umgebungen anpassen. Und künftig #Pflegekräfte in ihrer Arbeit unterstützen. Wie #Roboter lernen und welche Herausforderungen bleiben, zeigt unser #UseCase
Mehr dazu https://www.plattform-lernende-systeme.de/robotik.html
#robotik #ai

The Concept Of Indigenous GIS
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Reading a paper (http://alturl.com/8wte5), they used the specific term ‘Indigenous GIS’ – and I found this intriguing!
As I read it, spatial data collection and analysis was done with a focus on how a tribe or social group might ‘see’ the data, including spatiotemporal....
I look forward to finding out more about what others are working on! – so PLEASE feel free to share any examples that you might have…
#GIS #spatial #mapping #indigenous #IndigineousGIS #FirstNation #perspective #cultural #social #naturalresources #archaeology #publicsafety #socialservices #planning #design #spatialanalysis #spatiotemporal #mapping #cartography #usecase #practical #pragamatic #resultsdriven #focused##

Evidenced Paleodrainages In Desert Regions Of Saudi Arabia - Satellite Images With Field-Based Study
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https://doi.org/10.21203/rs.3.rs-4959129/v1 <-- shared paper
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#GIS #spatial #mapping #water #hydrology #streams #poroussediments #pebbles #RadarImages #SaudiArabia #MiddleEast #remotesensing #drainage #paleodrainage #desert #evidence #satellite #imagery #fieldwork #fieldchecked #Quaternary #Pleistocene #climatechange #geology #landform #geomorphology #arid #streamnetwork #PALSAR #ASTER #thermaldifferentiation #spatialanalysis #multispectral #sediment #lithology #hydromorphic #geomorphmetry #waterresources #usecase

Digital Transformation In GIS & Hydrology
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https://youtu.be/hz4g491uync?si=2g8TV9kipgWltT6i <-- shared video interview
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It was a pleasure to do this interview...
[Note: this was NOT as a representative of my employer, rather as a professional in this area]
#GIS #spatial #mapping #usecase #opendata #appliedscience #alldataisspatial #evolvingsystems #water #hydrology #video #interview
@BimTube | @GregCocks

An Interagency Perspective On Improving Consistency And Transparency Of Land Use And Land Cover Mapping
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https://doi.org/10.3133/cir1549 <-- shared USGS publication
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#GIS #spatial #mapping #USA #nation #national #landcover #landuse #interagency #coast #coastal #change #remotesensing #satellite #risk #hazard #management #opendata #resources #vegetation #forest #agriculture #planning #climatechange #MRLCC #landchange #conservation #ecosystems #usecase #urbanplanning #water #watersecurity #foodsecurity #spatialanalysis #spatiotemporal #MultiResolutionLandCharacteristicsConsortium #federal #report
@USGS | @BLM | @USFS | @USFWS | @NOAA | @USDA

Webinar - USGS Water Availability Assessment Release
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https://events.gcc.teams.microsoft.com/event/3a411ece-085b-43ed-be4f-a996406a7e54@0693b5ba-4b18-4d7b-9341-f32f400a5494 <-- details and to register
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https://www.usgs.gov/mission-areas/water-resources/science/national-water-availability-assessment-data-companion <-- shared National Water Availability Assessment Data Companion
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#GIS #spatial #mapping #water #hydrology #NHD #3DHP #webinar #waterresources #WRMA #WaterAvailabilityAssessment #wateravailability #USA #Nation #watersupply #demand #wateruse #watersecurity #model #modeling #spatialabalysis #waterquality #freshwater #usecase
@USGS

Spatial Analysis with Python and R [online training]
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https://kodu.ut.ee/~kmoch/geopython2023/ <-- shared resource
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#GIS #spatial #mapping #openaccess #R #python #scripting #usecase #lesson #tutorial #onlineleaning #training #free #programming #code #introductory #beginner #concepts