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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Classification of sea-ice concentration from ship-board S-band radar images using open-source machine learning tools | Westbrook, Elizabeth, Gaube, Peter, Culhane, Emmett, Bingham, Frederick, Pacini, Astrid, Schmidgall, Carlyn, Schanze, Julian, Drushka, Kyla | Sea Surface Temperature, Ocean Surface Salinity, SURFACE CONDUCTIVITY, Ocean Temperature, Salinity, Conductivity, Ocean Salinity, Sea Ice Concentration, Sea Ice Concentration, RADAR IMAGERY, RADAR |
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| Climate change mitigation potential of producing wood-based materials and energy from restoring degraded land in Indonesia A nation-wide scenario analysis | Aryapratama, Rio, Schulte, Simon, Pauliuk, Stefan | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Climate change will increase forest disturbances in Europe throughout the 21st century | Grunig, Marc, Rammer, Werner, Senf, Cornelius, Albrich, Katharina, Andre, Frederic, Augustynczik, Andrey L. D., Baumann, Martin, Bohn, Friedrich J., Bouwman, Meike, Bugmann, Harald, Collalti, Alessio, Cristal, Irina, Dalmonech, Daniela, De Coligny, Francois, Dobor, Laura, Dollinger, Christina, Espelta, Josep Maria, Forrester, David I., Garcia-Gonzalo, Jordi, Gonzalez-Olabarria, Jose Ramon, Hiltner, Ulrike, Hlasny, Tomas, Honkaniemi, Juha, Huber, Nica, Jonard, Mathieu, Jonsson, Anna Maria, Kunstler, Georges, Lagergren, Fredrik, Lindner, Marcus, Mina, Marco, Moos, Christine, Morin, Xavier, Muys, Bart, Nabuurs, Gert-Jan, Nieberg, Mats, Patacca, Marco, Peltoniemi, Mikko, Reyer, Christopher P. O., Schelhaas, Mart-Jan, Storms, Ilie, Thom, Dominik, Toigo, Maude, Seidl, Rupert | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Climate change-driven hydroclimatic shifts and energy prospects: Insights from a snow-fed river basin in Western Himalaya | Kant, Chander, Meena, Ray Singh, Singh, Sudhir Kumar, Thakur, Praveen Kumar, Sharma, Ashutosh | Land Use/Land Cover Classification | ||
| ClimaLand: A Land Surface Model Designed to Enable Data-Driven | Deck, Katherine, Braghiere, Renato K., Renchon, Alexandre A., Sloan, Julia, Bozzola, Gabriele, Speer, Edward, Ben Mackay, J., Reddy, Teja, Phan, Kevin, GagneLandmann, Anna L., Li, Yuchen, Yatunin, Dennis, Charbonneau, Andrew, EfratHenrici, Nat, Bach, Eviatar, Ma, Shuang, Gentine, Pierre, Frankenberg, Christian, Bloom, A. Anthony, Wang, Yujie, Longo, Marcos, Schneider, Tapio | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | ||
| Climate and species traits give rise to complex phenological dynamics | Reis, Gbolahan A., Forister, Matthew L., Halsch, Christopher A., Dittemore, Clare M., Shapiro, Arthur M., Gompert, Zachariah | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure | ||
| Changing patterns of evapotranspiration and its feedbacks on precipitation under a changing climate across India's homogeneous regions using GLDAS data | Singh, Garima, Singh, Sudhir Kumar | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff | ||
| Characteristics and influencing factors of soil moisture memory across | Hong, Xu, Jia, Shaofeng, Zhu, Wenbin | Brightness Temperature, Surface Soil Moisture, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff | ||
| Characterizing global tropical cyclone events of 2024 | Jiang, Lingke, Anderson, G Brooke, Li, Yanran, Wu, Xiao, Lynch, Victoria D, Parks, Robbie M | Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability | ||
| Characterizing Particulate Matter Impacts of Smoke From 2022 to 2023 | Sablan, Olivia, Ford, Bonne, Gargulinski, Emily, Henery, Giovanna L., Nowell, Holly, Rosen, Zoey, Slater, Kellin, Soja, Amber J., Wiese, Lisa K., Williams, Christine L., Magzamen, Sheryl, Fischer, Emily V., Pierce, Jeffrey R. | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, 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 |
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| Characterizing Spatial and Temporal Variability of California's Coastal Upwelling Using a Satellite-Derived CUTI Index | Egerer, Ulrike, Ghate, Virendra P., Miller, Lee, Mitra, Arka, Xia, Geng, Krishnamurthy, Raghavendra | Ocean Currents, Sea Ice Concentration, Sea Surface Temperature | ||
| Climate-Driven Amplification of Natural Crustal Dust Emission in China: A Quantitative Assessment for Mid-21st Century Scenarios | Song, Lilai, Bi, Xiaohui, Zhang, Yezheng, Dai, Qili, Zhang, Yufen, Song, Shaojie, Wu, Jianhui, Feng, Yinchang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Climate-Driven Changes in Wildfire Seasonality Across North America | Fan, Fanglu, Tao, Chenliang, Zhang, Yuqiang, Shindell, Drew, Zhang, Hongliang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
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| Climate-Driven Hydraulic Traits Shift in Natural and Planted Forests: | Bai, Yan, Hu, Yujie, Liu, Yanlan, Yu, Kailiang, Luo, Xiangzhong, Yu, Liyao, Tian, Lei, Huang, Jianping | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff | ||
| Climate-Induced Vegetation Stress Detected Through Remote Sensing of | Bayazit, Esra, Kartal, Veysi, Sammen, Saad Sh., Scholz, Miklas | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology |
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| Climate change drives a decline in global grazing systems | Li, Chaohui, Kotz, Maximilian, Pradhan, Prajal, Wu, Xudong, Hu, Yuanchao, Li, Zhi, Chen, Guoqian | Population Estimates, Socioeconomics | ||
| Comparative analysis of machine learning biomass models against global remote sensing products using ground validation | Paraseth, Prakash, Khanal, Arpan, Banerjee, Kakoli | Biomass, Forests, Vegetation Height, DISTURBANCE | ||
| Comparative analysis of slope and grid units for co-seismic landslide susceptibility mapping using machine learning methods | Bhattarai, Tulasi Ram, Bhandary, Netra Prakash | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Combining meta-analysis and machine learning to assess global greenhouse CO<SUB>2</SUB> enrichment for crop yields: Suitability and future climate resilience | Sun, Jiejie, Wang, Tongli, Black, Thomas Andrew, Zhang, Jiaen, Qian, Jing, Luo, Dawei, Ye, Zhengyang, Wang, Guiyun, Shi, Zhaoji, Xu, Wenhuan, Hu, Xiaodong, Xu, Ming | Carbon, Cation Exchange Capacity, Organic Matter | ||
| CMIP6 climate model spread outweighs glacier model spread in 21st-century drought buffering projections | Ultee, Lizz, Wimberly, Finn, Coats, Sloan, Mackay, Jonathan, Holmgren, Erik | Glacier Ablation, Glacier Accumulation, Glacier Area, Glacier Mass, Glacier Melt, Glacier Refreeze, Glacier Runoff | ||
| Coastal flood impacts and lost ecosystem services along Europe's outermost regions and overseas countries and territories | Vousdoukas, Michalis I., Paprotny, Dominik, Mentaschi, Lorenzo, Monioudi, Isavela N., Feyen, Luc | Human Settlements, Urbanization/Urban Sprawl, Infrastructure | ||
| Coastal flood risk to European surface transport infrastructure at different global warming levels | Nawarat, Khin, Reyns, Johan, Vousdoukas, Michalis I., Mulholland, Eamonn, van Ginkel, Kees, Feyen, Luc, Ranasinghe, Roshanka | Population Estimates | ||
| Cold-summer and summer-snowfall trends and their impacts on vegetation in a warming Mongolian Plateau | Chen, Zhang, Lv, Junchen, Jiang, Hao, Lei, Dongyang, Xue, Jianguo, Li, Ang, Huang, Jianhui | Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Climatic and environmental factors matter for internal European net migration: a panel regression analysis of 19 European countries from 2004 to 2019 | Link, Ann-Christine, Brenner, Thomas | Photosynthesis, Primary Production, Vegetation Productivity | ||
| Commodity-driven deforestation doubles local warming from tropical forest loss | Smith, Callum, Baker, Jessica C A, Doggart, Nike H, Argles, Arthur P K, Robertson, Eddy, Chadwick, Robin, Adami, Marcos, Coelho, Caio A S, Spracklen, Dominick V | Land Use/Land Cover Classification, Albedo, Anisotropy, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity |
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