Missing [Survey, etc] Data Can Be A Geographic Phenomenon
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https://doi.org/10.1080/24694452.2026.2640220 <-- shared paper
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#GIS #mapping #spatial #DataScience #missing #data #spatial #AAG #autocorrelation #geographicallyweightedregression #GWR #imputation #missingdata #survey #surveynonresponse #incomplete #surveyquestions #ethnicity #income #spatialdata #alldataisspatial #UK #FinancialLives #geography #spatialanalysis #geostatistics #location #imputing #statistics #dataset #DataImputation #MissingData #DataCleaning #DataPreprocessing #DataWrangling #DataQuality #DataEngineering #FinancialData #FinancialAnalytics #FinincialModeling #FinDataScience

Mapping The Likely Routes Of Narco-Trafficking In Costa Rica
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https://doi.org/10.1007/s11067-026-09745-y <-- shared paper
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#GIS #spatial #mapping #spatialeconomics #NarcoTrafficking #GeospatialAnalysis #IllicitSupplyChains #CostaRica #CentralAmerica #NetworkModeling #illegaldrugs #enforcement #monitoring #spatialanalysis #crime #crimeanalysis #routing #interception #illegalsupplychain #supplychain #logistics #cocaine #consumers #road #maritime #transithub #geospatialriskmodeling #trafficking #maximumflowframework #alldataisspatial #datagathering #geoint

Map-Based, Online Dashboard - St. Vrain and Left Hand Water Conservancy District
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https://dashboard.svlh.gov/ <-- shared dashboard
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https://svlh.gov/ <-- shared St. Vrain and Left Hand Water Conservancy District home page
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H/T @st. Vrain and Left Hand Water Conservancy District
#waterconservancy #watermanagement #waterdata #knowyourwatershed #water #hydrography #hydrology #FrontRange #Colorado #USA #GIS #spatial #mapping #openscience #spatialanalysis #waterresources #watermanagement #alldataisspatial #spatialdata #LeftHandCanyon #StVrain #visualisation #wateruser #landowner #partner #industry #ecology #ecosystem #watershed #waterquality #watersecurity
@st. Vrain and Left Hand Water Conservancy District

Safeguarding Spatial Sovereignty in the Age of Rapidly Refreshed Machine-Readable Terrain
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https://peacelovefreedom.com/mapping/safeguarding-spatial-sovereignty-in-the-age-of-rapidly-refreshed-machine-readable-terrain/ <-- shared technical article / ‘editorial’
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H/T @JordanRegenie
“The map is not the territory.” ~ Alfred Korzybski
“As LiDAR becomes rapidly refreshed, globally available, and directly ingested by machines, the question is no longer what we can measure.
It’s whether humans retain the ability to understand, intervene in, and redirect how those measurements are used over time.
This article focuses on spatial sovereignty, not as a policy position, but as a design discipline, and on why alignment with established standards is becoming a prerequisite for effective scale…”
#GIS #spatial #mapping #map #spatialsovereignty #sovereignty #alldataisspatial #OnExactitudeinScience #indigenous #Borges #territory #AI #AIsystems #ThreeLawsOfRobotics #governance #framework #policy #planning #agency #humanagencty #philosophy #approach #involvement #license #geoethics #socialjustice

Above The Evidence - Investigating #NZ From The Air
(Eagle Technology GIS in Schools Programme)
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https://gisinschools.eagle.co.nz/apps/a4743852655e41ff96bc30d1851936a0/explore <-- shared technical article aimed at school-students/teachers
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https://gisinschools.eagle.co.nz/ <-- shared overview page
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“Teach with GIS - Access resources to help you utilise GIS in your classroom..”
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“Investigators use clues to solve a mystery. As map investigators, we'll use clues to solve the mystery of what we are looking at from above.
Do you know what a clue is? It's something that helps us figure out a problem solve. On these maps, the clue could be something in the landscape (something natural) or a build feature (something man made).
See if you can guess the famous New Zealand sites and places on the maps below. Unsure? There are hints and answers given for each map...”
#GIS #spatial #mapping #PrimarySchool #HighSchool #HS #K12 #teacher #student #Resources #NewZealand #Inspiration #Upskilling #K12 #alldataisspatial #learning #education #GISInSchools
@EagleTechnology

What If Geography Is The Curriculum We Need For The Future?
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https://www.edsurge.com/news/2025-11-14-what-if-geography-is-the-curriculum-we-need-for-the-future <-- shared article
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#geography #superpower #systems #K12 #education #university discipline #usecase #application #metrics #GIS #spatial #mapping #spatialdata #spatialanalysis #interdisciplinary #toolbox #alldataisspatial #systems #trade #technology #history #international #global #dynamic #metrics #humanimpacts #naturalsystems #training #understanding #model #modeling #howthingsconnect #systemsthinking #interconnections #teaching #highereducation #students #learning #understanding

Educational Infographics – Sharing Some Of The Work Of Zachary Ammerman
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https://www.zacharyammerman.com/portfolio/infographics <-- shared infographic examples, including maps…
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[I do not know Zachry personally or professionally, but these examples of his work are TOO dang good not to share 😊 ]
#GIS #spatial #mapping #alldataisspatial #cartography #education #infographics #FirstNation #history #ancienthistory #StoryOfAmerica #USHistory #K12 #schools #designer #NativeAmericans #mestizo #culture #migration #geography
@ZacharyAmmerman

Colluding Rhino Poachers Exploit Space–Time Variation In Opportunity And Risk
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https://doi.org/10.1111/conl.13106 <-- shared paper
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“[R]esearch analysing over 500 rhino poaching incidents and exploring what these patterns reveal about the behaviours of poachers, rangers, and rhinos. [Their] study highlights concerning evidence of criminal syndicate infiltration, space–time targeting by poachers, and how behavioural insights can inform effective responses—from targeted dehorning to bolstering ranger resilience…”
#GIS #spatial #mapping #spatialanalysis #wildlifeconservation #wildlife #conservation #statistics #geostatistics #rhino #rhinohorn #rhinoceros #poaching #rangers #criminal #syndicate #mafia #criminalsyndicate #activity #crime #illegal #behaviour #dehorning #rangerstation #protection #humanimpacts #ecosystem #habitat #deterrencetheory #deterrence #methodology #tourist #tourism #reserve #spatiotemporal #opportunity #risk #hazard #riskassessment #Africa #SouthAfrica #alldataisspatial
@Sabi Sand Nature Reserve

Total Economic Impact Of 2018 [Florida, USA] Red Tide Now Estimated at $2.7B
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https://coastalscience.noaa.gov/news/total-economic-impact-of-2018-red-tide-now-estimated-at-2-7b/ <-- shared article
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https://doi.org/10.1016/j.jenvman.2023.119811 <-- shared paper
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https://habforecast.gcoos.org/ <-- shared Red Tide Respiratory Forecast web map
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#GIS #spatial #mapping #fedservice #fedscience #Florida #alldataisspatial #USA #redtide #cost #economics #tourism #tourist #economy #localeconomy #algaebloom #fish #fisheries #ecosystems #humanimpacts #anthropogenic #habitat #2018redtide #publichealth #RedTideRespiratoryForecast #forecast #monitoring #spatialanalysis #spatiotemporal
#NOAA

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