#EOchat: One of the things I'll always be fascinated by w/ #EarthEngine is the ability to rapidly pull wall-to-wall imagery from sources like #Landsat and use simple #ML to extract features like #LandCover. Kudos to the GEE team, b/c "no pixels were downloaded in the processing of this data." 😉

Agriculture Canada's 2025 Annual Crop Inventory (ACI) of New Brunswick overlaid on top of a Google Earth satellite image background. The ACI classifies individual crop types and surrounding land covers throughout the province.

Agriculture Canada's 2025 Annual Crop Inventory (ACI) of Nova Scotia overlaid on top of a Google Earth satellite image background. The ACI classifies individual crop types and surrounding land covers throughout the province.

Agriculture Canada's 2025 Annual Crop Inventory (ACI) of Prince Edward Island overlaid on top of a Google Earth satellite image background. The ACI classifies individual crop types and surrounding land covers throughout the province.

Agriculture Canada's 2025 Annual Crop Inventory (ACI) of Newfoundland overlaid on top of a Google Earth satellite image background. The ACI classifies individual crop types and surrounding land covers throughout the province.

UPDATE: The provinces of New Brunswick, Nova Scotia, Prince Edward Island & Newfoundland are done & available to download. #cropmap25 #CdnAg #Landcover #RemoteSensing

open.canada.ca/data/en/data...

Brazil map showing Land cover for year 2000 🇧🇷 with Amazon Forest dominating — Making it Earth's Lungs
🗺️ Hemed Juma Lungo | Datasource GLC2000 ~ from DIVAGIS
#gischat #Brazil #LandCover #GIS #Cartography #RemoteSensing #Biodiversity

Mexico map showing Land cover

Mexico map showing Land cover 🇲🇽 From tropical forests to desert shrublands — one of Earth's most biodiverse nations.
🗺️ Hemed Juma Lungo | GLC2000
#GISChat #Mexico #LandCover #GIS #Cartography #RemoteSensing #Biodiversity

📢 [Technical Note] An interactive toolkit based on Google Earth Engine for visual interpretation and analysis of land cover and land cover changes
👉https://doi.org/10.1080/20964471.2025.2608464
#GEE #Toolkit #landcover #remotesensing #earthobservation #GIS #visualization #landuse

📢 Deriving peri-urban settlement typologies from Landsat time series analysis: the case study of #Mankweng and environs (South Africa)
👉 doi.org/10.1080/2096...
#satellite #periurban #settlement #SouthAfrica #Landsat #landuse #landcover #SDGs #remotesensing #GIS #cartography #geovisualisation

A Land Cover Map🗺️of the Contiguous United States For the year 2000

A Land Cover Map🗺️of the Contiguous United States For the year 2000, Dataset is GLC2000 From DIVAGIS #USA #America #UnitedStates #NorthAmerica #LandCover #LandUse #map #dataviz #gischat #geospatial #qgis #b3d #Blender

🚨 #CRC1502 New Publication Alert! 🚨
Following the recently published research article by Theresa Goebel and Wolfgang Britz, Project D01 now releases the SSP-based #landuse and #landcover #projections through 2050 as part of a new Data in Brief publication.

📝 doi.org/10.1016/j.di...

Interview with our Visiting Research Scholar, Jefferson Metz Fox, has been published | Center for Southeast Asian Studies Kyoto University Interview with Jefferson Metz Fox

◤Visitor’s Interview◢

Interview with Jefferson Metz Fox ( #LandUse #LandCover ) is now available!

Get a glimpse of how researchers are collaborating across generations and borders to address challenges in Southeast Asia’s major deltas.

kyoto.cseas.kyoto-u.ac.jp/en/news/2025...

#VisitorsVoice

AI-Powered Digital Twin Framework for Land Use Change in Disaster Affected Regions The increasing frequency and severity of natural and anthropogenic disasters, including those induced by war and climate change, demand innovative tools for monitoring, forecasting, and managing land ...

New paper | AI-Powered Digital Twin Framework for Land Use Change in Disaster Affected Regions: doi.org/10.1109/JSTA...
We used, in our @snsf.ch project, different types of #EarthObservation data to feed an #AI-based #DigitalTwin for real-time monitoring of #LandUse #LandCover change.

Landcover map of Amazon Basin - 2024

🗺️Map showing Amazon Basin Land Cover – 2024
Made with QGIS & Blender using:
🏞️Landcover Map from ESRI Landcover 2024
⛰️DEM from Elevatr Library in R programming #Amazon #SouthAmerica #QGIS #Blender #b3d #data #Cartography #GIS #gischat #LandCover #map

Egypt Landcover 2024

🗺️Map showing Egypt Land Cover – 2024🇪🇬
Made with QGIS & Blender using:
🏞️Landcover from EarthMap(ESRI 2024)
⛰️ DEM from Elevatr Library in R programming
#Egypt #Africa #QGIS #Blender #b3d #data #Cartography #GIS #gischat #LandCover #map

Switzerland Landcover 2024

🗺️Map showing Switzerland Land Cover – 2024🇨🇭
Made with QGIS & Blender using:
🏞️Landcover from EarthMap (ESRI 2024)
⛰️ DEM from Elevatr R
#Switzerland #Europe #QGIS #Blender #b3d #data #Cartography #GIS #gischat #LandCover #map

Germany Land cover Map 2024

🗺️ Map showing Germany Land Cover – 2024
Made with QGIS & Blender using:
🏞️ Landcover from EarthMap (ESRI 2024)
⛰️ DEM from Divagis
#Germany #Europe #QGIS #Blender #b3d #data #Cartography #GIS #gischat #LandCover #map

Landcover Map of Mexico

🗺️ Map showing Mexico Land Cover – 2024 🇲🇽
Made with QGIS & Blender using:
🏞️ Landcover from EarthMap (ESRI 2024)
⛰️ DEM from Divagis
#Mexico #CDMX #NorthAmerica #QGIS #Blender #b3d #data #Cartography #GIS #gischat #LandCover #map

AI-driven mapping captures daily global land changes Accurate land cover mapping underpins biodiversity protection, climate adaptation, and sustainable land use. Despite advances in remote sensing, satellite-only approaches remain limited by cloud cover, revisit intervals, and the lack of ground-truth data. Dynamic products such as Dynamic World have improved timeliness but still struggle to capture sudden transitions or validate their results.

🌍Mapping Earth’s skin is tricky! Clouds & time hide rapid changes. New tech helps, but verifying it all? A quest for true ground truth! ✨ #landcover

Source: phys.org/news/2025-10-ai-driven-c...

Map showing Landcover of Uganda - 2024

🗺️Map showing Uganda Land Cover – 2024
Made with QGIS & Blender using:
🏞️Landcover from EarthMap (ESRI 2024)
⛰️DEM from Divagis
#Uganda #EastAfrica #Africa #QGIS #Blender #b3d #data #Cartography #gischat #LandCover #map

Synthetic Cloud Injection Boosts Land Cover Segmentation Robustness

Synthetic cloud‑injection and NDVI decoder lift segmentation accuracy to 1.99% for U‑Net and 2.78% for DeepLabV3 on DFC2020; study posted Oct 2025. Read more: getnews.me/synthetic-cloud-injectio... #cloudinjection #landcover

Mask Clustering Engine Boosts Submeter Land Cover Mapping Efficiency

The Mask Annotation Engine cuts labeling time by two orders of magnitude; the HiCity‑LC dataset of ~14 billion pixels in five Chinese cities reaches over 85% accuracy. Read more: getnews.me/mask-clustering-engine-b... #maskannotationengine #landcover

South America Landcover Map

🌎 South America Landcover Map 2024 🌳🏜️
From the Amazon rainforest (a vital carbon sink) to the Atacama Desert, this map shows how nature & human activity shape the continent:
#SouthAmerica #Landcover #qgis #b3d #blender #gischat

LC‑SLab: Object‑Based Deep Learning Framework for Satellite Land‑Cover Mapping

LC‑SLab groups pixels into objects, classifying them with graph neural networks; on Sentinel‑2 data with LUCAS labels it matches accuracy and yields smoother maps. Read more: getnews.me/lc-slab-object-based-dee... #landcover #deeplearning

A novel ensemble model for multi-temporal forest vegetation classification: integrating spectral-temporal features and topographic constraints Understanding species distribution in large forest ecosystems is fundamental for biodiversity conservation, biomass estimation, climate regulation, soil and water conservation. While remote sensing...

📢 [Research Article] A novel ensemble model for multi-temporal forest vegetation classification: integrating spectral-temporal features and topographic constraints
👉Article link: doi.org/10.1080/2096...
💌 #Sentinel1 #Sentinel2 #deeplearning #remotesensing #landuse #landcover #forestmapping

Thirty Years Of The #US #NationalLandCoverDatabase #NLCD
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doi.org/10.14358/PER...
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#GIS #spatial #mapping #history #LandCover #Landuse #change #Landsat #remotesensing #landchange #monitoring #fedscience #fedopendata #opendata #history #MRLCC #USA #national #multiple #usecase
@USGS | @EROS

Fascinating talk “Intersections - Census History and Land Use” from Bruce Mitchell @ONS to kick off our “Managing our landscapes” conference talk day.
#carto2025 #maps #cartography #landscape #landuse #landcover #geo

📢Spatial sample weighted machine learning for multitemporal land cover change modeling with imbalanced datasets by Alysha van Duynhoven & Suzana Dragićević
👉https://doi.org/10.1080/20964471.2025.2518763
#machinelearning #landcover #AI #GeoAI #remotesensing #earthobservation #GIS

Africa Landcover 2024

🗺️ Map showing Africa Land Cover – 2024 🌍 Made with QGIS & Blender using:
🌱 ESRI Land Cover Data
🏔️ GEBCO DEM Data
#Africa #LandCover #QGIS #Blender #gischat #Map #Cartography

#USGS #Landsat At Work – Preparing #Residents When #Hurricanes Threaten
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tinyurl.com/2trfkbuc
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#GIS #spatial #mapping #remotesensing #fedopendata #fedscience #risk #hazard #modeling #insurance #rates #infrastructure #damage #cost #economics #loss #NLCD #landcover #Florida #coast #flooding #EROS

We also have a *NEW* prototype spatial data explorer on @eidcdata.bsky.social (catalogue.ceh.ac.uk/documents/5a...)

The dataset was funded through the National Capability for UK challenges (NC-UK) programme

#landcover #remotesensing #ecology #landscapes #data

Screengrab from the Spatial Explorer on the Environmental Information Data Centre displaying UKCEH Land Cover Map 2024

UKCEH Land Cover Map 2024 is available in a variety of resolutions and formats. The raster (pixel) versions of the Land Cover Maps are available free for academic and other non-commercial use.

Explore the map and download: catalogue.ceh.ac.uk/documents/5a...

#LandCover #LCM

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Map of UK and Ireland illustrating broad habitats in the UK and Northern Ireland as classified by the UKCEH Land Cover Map

Broad habitats from the UKCEH Land Cover Map for an area around Norwich in England

Broad habitats from the UKCEH Land Cover Map for an area more zoomed in around Norwich in England

NEW! The latest UKCEH Land Cover Map, describing the UK land surface in 2024, is now available 🏞️ 🌳

See what broad habitats—ranging from broadleaved woodland and arable land to freshwater and urban areas— there are and where in England, Wales, Scotland and Northern Ireland.

#LandCover #LCM

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