PeatDepth-ML: a global map of peat depth predicted using machine learning
2026
Skye, Jade, Melton, Joe R., Goldblatt, Colin, Gallego-Sala, Angela, Garneau, Michelle, Winton, Scott
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Normalized Difference Vegetation Index (NDVI), Vegetation Index , Brightness Temperature, Surface Soil Moisture
Persistent 20232025 Wildfire Extremes in Canada Produced Unprecedented Emissions and AirQuality Impacts
2026
Chen, Yang, Field, Robert D., Scholten, Rebecca C., Randerson, James T.
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone, Fire Dynamics, Surface Radiative Properties , Land Surface Temperature , Fire Occurrence, THERMAL ANOMALIES, Surface Thermal Properties
Model-Based Data Integration Improves Species Distribution Models for
2026
Makinen, Jussi, Cohen, Jeremy, Jetz, Walter
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Prior weight dilution in Bayesian model averaging for groundwater
2026
Hu, Haoxin, Zeng, Xiankui, Wu, Jichun, Wang, Dong
Snow Cover , Total Surface Precipitation Rate
Predicting Postfire Forest Mortality Using Remote Sensing Data and Machine Learning
2026
Shvetsov, E. G.
Reflectance
Prediction of suitable habitat and spread of Leptoglossus occidentalis in East Asia
2026
Miao, Lexing, Xia, Canwei
Land Use/Land Cover Classification
Prediction to Prevention: Comparative Machine Learning Models for Early Intervention of Dactyloctenium radulans in Australia
2026
Asaduzzaman, Md, Mandal, Mohammad Shamim Hasan, Koetz, Eric, Rahman, Azizur, Masum, Sheikh Muhammad
Land Use/Land Cover Classification
Processes driving the regional sensitivities of summertime PM2.5 to temperature across the US: new insights from model simulations
2026
Yin, Lifei, Zheng, Yiqi, Bai, Bin, Zhang, Bingqing, Silvern, Rachel F., Mao, Jingqiu, Mickley, Loretta J., Liu, Pengfei
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds
Predicting the spatio-temporal risk of human tick-borne encephalitis
2026
Dagostin, Francesca, Erazo, Diana, Marini, Giovanni, Da Re, Daniele, Tagliapietra, Valentina, Avdicova, Maria, Avsic-Zupanc, Tatjana, Dub, Timothee, Fiorito, Nahuel, Knap, Natasa, Gossner, Celine M., Kerlik, Jana, Makela, Henna, Markowicz, Mateusz, Olyazadeh, Roya, Richter, Lukas, Wint, William, Zuccali, Maria Grazia, Zygutiene, Milda, Dellicour, Simon, Rizzoli, Annapaola
Emissivity, Land Surface Temperature
Prediction of maize yield in Uganda using CNN-LSTM architecture on a multimodal climate and remote sensing dataset
2026
Taremwa, Danison, Ahishakiye, Emmanuel, Obbo, Aggrey, Kisozi, Paul Kategaya, Kaggwa, Fred
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Natural and anthropogenic influence on tropospheric ozone variability over the Tropical Atlantic unveiled by satellite, reanalyses and in situ observations
2026
Okamoto, Sachiko, Cuesta, Juan, Dufour, Gaelle, Eremenko, Maxim, Miyazaki, Kazuyuki, Boonne, Cathy, Tanimoto, Hiroshi, Peischl, Jeff, Thompson, Chelsea
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds, Atmospheric Carbon Monoxide , Air Quality , Trace Gases/Trace Species , Industrial Emissions , Fossil Fuel Burning, Biomass Burning, Atmospheric Carbon Dioxide, Sulfur Compounds, Halocarbons And Halogens, Atmospheric Ozone, Boundary Layer Winds, Air Mass/Density , Convective Clouds/Systems (Observed/Analyzed), Convection
Navigating multi-predator dynamic risk landscapes in anthropogenic
2026
Gehr, Benedikt, Smith, Adam. F., Ciuti, Simone, Muff, Stefanie, Bonnot, Nadege C., Ossi, Federico, Morellet, Nicolas, Berger, Anne, Borowik, Tomasz, De Groeve, Johannes, Heurich, Marco, Keller, Lukas, Kjellander, Petter, Kroeschel, Max, Nicoloso, Sandro, Ranc, Nathan, Sunde, Peter, Torres, Rita T., Gaillard, Jean-Michel, Cagnacci, Francesca
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology
Multi-Agent Federated Learning Using Covariance-Based Nearest Neighbor Gaussian Processes
2026
Kontoudis, George P., Stilwell, Daniel J.
Sea Surface Temperature
Multiple environmental conditions precede Ebola spillovers in Central Africa
2026
Baranowski, Kelsee, Bharti, Nita
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Migration routes of three closely related species lead to different non-breeding regions with contrasting environmental conditions
2026
Rime, Yann, Lutgen, Dave, Peter, Aron, Alaei Kakhki, Niloofar, Illa, Marc, Wong, Joanna B., Hauser, Gilles, Pilati, Marco, Andriopoulos, Pavlos, Sjoberg, Sissel, Sandor, Attila D., Burri, Reto
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Millennial-scale fire and climate dynamics in the world's largest
2026
Whitney, Bronwen S., Neves, Danilo M., Loughlin, Nicholas J.D., D'Apolito, Carlos, Coblinski Tavares, Carla, Hocking, Emma P., Mayle, Francis E., Power, Mitchell J., Silva, Aguinaldo, Assine, Mario L.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition
2026
Lavergne, Alienor, Harrison, Sandy P., Atsawawaranunt, Kamolphat, Dong, Ning, Prentice, Iain Colin
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance , Landscape Patterns
Optimization of Parsimonious and Synchronized Discharge and Dissolved
2026
Pesantez, Juan, Birkel, Christian, Gaona, Gabriel, McDowell, William H., Shattuck, Michelle D., Potter, Jody D., Contosta, Alexandra R., Wymore, Adam S.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Optimizing CO2 Concentrations and Emissions Based on the
2026
Liu, Wenhao, Ling, Xiaolu, Li, Chenggang, He, Botao
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone, Photosynthesis, Primary Production, Vegetation Productivity
Optimizing global forest burned area simulations: Multi-earth system model assessment, Bayesian model averaging synthesis, and climate drivers
2026
Wang, Xueyan, Di, Zhenhua
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds
Optimizing Soil Moisture-Runoff Coupling Strength With Remotely Sensed
2026
Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Brocca, Luca, Zhao, Long, He, Hai, Fan, Hui
Carbon , Cation Exchange Capacity, Organic Matter, Land Use/Land Cover Classification , Surface Soil Moisture
Orchids in the Open: Understanding Biodiversity Beyond Madagascar's
2026
Wieczorkowski, Jakub D., Rajaovelona, Landy R., Hermans, Johan, Stevart, Tariq, Razanajatovo, Henintsoa, Droissart, Vincent, Pennington, R. Toby, Zizka, Alexander, Lehmann, Caroline E. R.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Organo-aluminum complexation as a dominant metal control on soil carbon storage in Andisols: Global evidence across pedogenic and pH gradients
2026
Kida, Morimaru, Nagano, Hirohiko, Shimada, Hiroaki, Fukumasu, Jumpei, Wagai, Rota
Photosynthesis, Primary Production, Vegetation Productivity
Origins of precipitation in the world's water towers
2026
Zhang, Bomei, Gao, Hongkai, WangErlandsson, Lan, Li, Yan
Land Use/Land Cover Classification
On the Prediction and Evaluation of Terrestrial and Remote Sensing-Aided Groundwater Level in Tropical Peatlands
2026
Utomo, Waluyo Yogo, Anwar, Syaiful, Tarigan, Suria Darma, Barus, Baba
Evapotranspiration , Latent Heat Flux