Random Forests for Wildfire Insurance Applications
2026
Bairakdar, Roba, Boudreault, Mathieu, Mailhot, Melina
Population Density
Space-based observation of global increase in urban methane emissions from 20192023
2026
Whiting, Erica, Plant, Genevieve, Kort, Eric A., Aben, Ilse, Biener, Kira J., Leguijt, Gijs, Maasakkers, Joannes D.
Population Size
Physically interpretable AlphaEarth foundation model embeddings enable LLM-based land surface intelligence
2026
Rahman, Mashrekur
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Population Density
Predicting environmental suitability and future spread range of
2026
Li, Jinyang, Lee, Ming-Chieh, Jiang, Ai-Ling, Yan, Guiyun, Hsu, Kuolin
Population Estimates, Socioeconomics
Predictive mapping of wholesale crop prices for rural areas in Tanzania
2026
Madaga, Lavinia, Chamberlin, Jordan, Haile Gebrekidan, Bisrat, Mkondiwa, Maxwell, Kuboja, Nicholaus Musimu, Silva, Joao Vasco
Population Density
Process-based conservation assessments of desert plants: integrating spatial, demographic, and environmental metrics in the Thar Desert of India
2026
Mathur, Manish, Mathur, Preet
Sustainability , Natural Hazards , Environmental Health Factors , Population Distribution
Subsidence more than doubles sea-level rise today along densely populated coasts
2026
Oelsmann, Julius, Nicholls, Robert J., Lincke, Daniel, Marcos, Marta, Shirzaei, Manoochehr, Sanchez, Laura, Ohenhen, Leonard, Dettmering, Denise, Hinkel, Jochen, Horton, Benjamin P., Seitz, Florian
Population Size, Sustainability
Runoff Capture by Sea Level Rise Alters the Area, Geometry, and Quantity
2026
Heiss, James W., Russoniello, Christopher J.
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Population Size, Sustainability
Sensitivity of Flood Extent and Population Exposure to Variations in Bathymetry Across a Shallow Continental Shelf Lagoon
2026
AlAttabi, Zaid, Narayan, Siddharth, Campbell, Anthony, Wuppukondur, Ananth, Babanawo, Daystar, Xu, Yicheng, Thomas, Nathan, Fatoyinbo, Lola, Lagomasino, David
Population Density
Soil microbial diversity associates with lower prevalence of human bacterial pathogens across global soils
2026
Xiong, Chao, Delgado-Baquerizo, Manuel, Liang, Jinsong, Wang, Juntao, Yan, Zhenzhen, Jensen, Slade O., Gao, Min, Saez-Sandino, Tadeo, Guirado, Emilio, Munoz-Rojas, Miriam, Roman, Raul, Maestre, Fernando T., Singh, Brajesh K.
Population Density
Observed Riverine Flood Severity in India
2026
Kuntla, Sai Kiran, Saharia, Manabendra
Population Size, Lakes/Reservoirs , Land Use/Land Cover
U-Net Framework for Short-Term Wildfire Spread Forecasting Using Multi-Source Earth Observation Data in Thailand
2026
Sillaparat, Suchawadee, Charoenchap, Apinya, Tanaksaranond, Garavig, Chunithipaisan, Sanphet, Vateekul, Peerapon
Population Density
What controls fire size in the South American Gran Chaco? Exploring atmospheric and landscape drivers through Remote Sensing
2026
San Martin, Rodrigo, Ottle, Catherine, Sorensson, Anna, Vaittinada Ayar, Pradeebane, Mouillot, Florent, Malfante, Marielle
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Population Density
Tracking the path to cleaner cities using global urban NO2 monitoring from space
2026
Hassani, Amirhossein, Walker, Sam-Erik, Stebel, Kerstin, Schneider, Philipp
Human Settlements, Population Size
Traffic-aware Multi-Agent Reinforcement Learning-based Distributed Routing for Low Earth Orbit Satellite Network
2026
Ferrer, Estel, Escrig, Josep, Alarcon, Eduard, Park, Hyuk, Ruiz-De-Azua, Joan A., Kaneko, Megumi
Population Size
Mapping emergent costs and benefits of ecosystem service flows in
2025
Chalkiadakis, Charis, Virdin, John, Kraak, Menno-Jan, Drakou, Evangelia G.
Population , Urban Areas
Mapping bat hunting, trade and consumption in Indonesia using records from online platforms
2025
Hunter, Sara Bronwen, Weeds, Julie, Mathews, Fiona
Population Density
Location as a package of attributes
2025
Portnov, Boris A.
Population
Machine learning-enhanced high-resolution exposure assessment of ultrafine particles
2025
Jianyao, Yudie, Yuan, Hongyong, Su, Guofeng, Wang, Jing, Weng, Wenguo, Zhang, Xiaole
Population Density
Low, but gradually growing deforestation and carbon emissions from the Cuvette Centrale peatlands, 20012021
2025
Jenkins, Shona J, Mitchard, E T A, Honorio Coronado, E N, Page, S E, Emba Botuli, O, Crezee, B, Ifo, S A, Dargie, Greta C, Ewango, C E N, Bokungu, E, Lewis, S L
Population Density
Mapping land- and offshore-based wind turbines in China in 2023 with Sentinel-2 satellite data
2025
He, Tingting, Hu, Yihua, Li, Fashuai, Chen, Yuwei, Zhang, Maoxin, Zheng, Qiming, Jin, Yukan, Ren, He
Population Density
Modelling vector and host distributions to inform potential disease risk: A case study of West Nile virus in the United Kingdom
2025
Withers, Amy J., Croft, Simon, Budgey, Richard, Warren, Daniel A., Johnson, Nicholas
Population Estimates, Socioeconomics
Modeling resource consumption in the US air transportation system via minimum-cost percolation
2025
Kim, Minsuk, Diggans, C. Tyler, Radicchi, Filippo
Population Density
Mapping the climate and agronomic digital advisory services landscape in West and Central Africa: A step towards making food systems productive and climate resilient
2025
Singh, Manjari, Ouedraogo, Mathieu, Jimenez, Daniel, Talsma, Tiffany, Ouedraogo, Adama, Kagabo, Desire, Ramirez, Julian, Laderach, Peter
Electricity, Population Distribution , Climate Adaptation
Mixed effects of protected areas on avian food webs
2025
Thompson, Lucie, Galiana, Nuria, Wells, Konstans, Lurgi, Miguel
Population Density