Machine learning and global vegetation: random forests for downscaling and gap filling
2024
van Jaarsveld, Barry, Hauswirth, Sandra M., Wanders, Niko
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning based urban sprawl assessment using integrated
2024
Sakti, Anjar Dimara, Deliar, Albertus, Hafidzah, Dyah Rezqy, Chintia, Adria Viola, Anggraini, Tania Septi, Ihsan, Kalingga Titon Nur, Virtriana, Riantini, Suwardhi, Deni, Harto, Agung Budi, Nurmaulia, Sella Lestari, Aritenang, Adiwan Fahlan, Riqqi, Akhmad, Hernandi, Andri, Soeksmantono, Budhy, Wikantika, Ketut
Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity
Mapping soil suitability using phenological information derived from
2024
Ismaili, Maryem, Krimissa, Samira, Namous, Mustapha, Abdelrahman, Kamal, Boudhar, Abdelghani, Edahbi, Mohamed, Lebrini, Youssef, Htitiou, Abdelaziz, Maimouni, Soufiane, Benabdelouhab, Tarik
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping specific groundwater nitrate concentrations from spatial data using machine learning: A case study of chongqing, China
2024
Liang, Yuanyi, Zhang, Xingjun, Gan, Lin, Chen, Si, Zhao, Shandao, Ding, Jihui, Kang, Wulue, Yang, Han
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping the distribution of Amblyomma americanum in Georgia, USA
2024
Bellman, Stephanie, Fausett, Ellie, Aeschleman, Leah, Long, Audrey, Roeske, Isabella, Pilchik, Josie, Piantadosi, Anne, Vazquez-Prokopec, Gonzalo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping the global distribution of C4 vegetation using observations and optimality theory
2024
Luo, Xiangzhong, Zhou, Haoran, Satriawan, Tin W., Tian, Jiaqi, Zhao, Ruiying, Keenan, Trevor F., Griffith, Daniel M., Sitch, Stephen, Smith, Nicholas G., Still, Christopher J.
Plant Phenology, Enhanced Vegetation Index (EVI)
Long-term investigation of methane and carbon dioxide emissions in two Italian landfills
2024
Brilli, L., Toscano, P., Carotenuto, F., Di Lonardo, S., Di Tommasi, P., Magliulo, V., Manco, A., Vitale, L., Zaldei, A., Gioli, B.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Long-Term Landslide Evolution and Restoration After the Wenchuan
2024
Wang, Xin, Fan, Xuanmei, Fang, Chengyong, Dai, Lanxin, Zhang, Wei, Zheng, Hongrui, Xu, Qiang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration , Latent Heat Flux, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI)
Long-Term Monitoring of the Titicaca Lake Water Storage Variations : From Nadir Altimetry to Swot
2024
Frappart, Frederic, Normandin, Cassandra, Bourrel, Luc, Visitacion, Kimberly, Rau, Pedro, Lavado, Waldo, Wigneron, Jean-Pierre
Reflectance
Long-Term Response of Peatland Carbon Exchange to Climatic Changes in
2024
Balogun, Olalekan, Bello, Richard, Higuchi, Kaz
Reflectance
Long-Term Satellite Monitoring of Various Types of Wildfires and Wildfire-Induced Emissions of Climate-Active Gases and Aerosols in Russia and in Its Large Regions
2024
Bondur, V. G., Zima, A. L., Feoktistova, N. V.
Land Use/Land Cover Classification , Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires , Burned Area
Long-term trends of vegetation greenness under different urban
2024
Zhong, Qikang, Li, Zhe
Land Use/Land Cover Classification
Long-Term Variations and its Driving Factors of the TOA Albedo over the Loess Plateau
2024
Wang, Qianru, Zhang, Shuhua
Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Loss and recovery of vegetation productivity in response to extreme
2024
Li, Meng, Cui, Rui, Bu, Lingjia, Yang, Yuting
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Low But Persistent Organic Carbon Content of Hyperarid River Deposits and Implications for Ancient Mars
2024
Kalucha, H., Douglas, M. M., Lamb, M. P., Ke, Y., Fischer, W. W.
Photosynthesis, Primary Production, Vegetation Productivity
Low latency carbon budget analysis reveals a large decline of the land
2024
Ke, Piyu, Ciais, Philippe, Sitch, Stephen, Li, Wei, Bastos, Ana, Liu, Zhu, Xu, Yidi, Gui, Xiaofan, Bian, Jiang, Goll, Daniel S, Xi, Yi, Li, Wanjing, O'Sullivan, Michael, Goncalves De Souza, Jefferson, Friedlingstein, Pierre, Chevallier, Frederic
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Numerical Weather Forecast and Multi-Meteorological Data Fusion Based on Artificial Intelligence
2024
Yang, Yuanjian, Wang, Shuai, Zheng, Wenjian, Zhou, Shaohui, Duan, Zexia, Wang, Mengya
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity
On-Orbit Spatial Performance Characterization for Thermal Infrared
2024
Holmes, T. R. H., Poulter, B., McCorkel, J., Jennings, D. E., Wu, D. L., Efremova, B., Shiklomanov, A., Johnson, W. R., Jhabvala, M., Hook, S. J.
Infrared Radiance, THERMAL INFRARED
OntoRaster: Extending VKGs with Raster Data
2024
Ghosh, Arka, Pano, Albulen, Xiao, Guohui, Calvanese, Diego
Land Surface Temperature , Emissivity
Open Data-Driven 3D Building Models for Micro-Population Mapping in a
2024
Maneepong, Kittisak, Yamanotera, Ryota, Akiyama, Yuki, Miyazaki, Hiroyuki, Miyazawa, Satoshi, Akiyama, Chiaki Mizutani
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Optimization of territorial ecological space under the constraint of ecosystem service externalities
2024
Wang, Junxiao, Lai, Xiwei, Zhang, Zhifei, Zhou, Shenglu, Lv, Ligang, Fan, Yeting
Photosynthesis, Primary Production, Vegetation Productivity
Optimizing malaria vector control in the Greater Mekong Subregion: a systematic review and mathematical modelling study to identify desirable intervention ...
2024
Wang, Yuqian, Chitnis, Nakul, Fairbanks, Emma L.
Land Use/Land Cover Classification
Optimal Integration of Optical and SAR Data for Improving Alfalfa Yield
2024
Chen, Jiang, Yu, Tong, Cherney, Jerome H., Zhang, Zhou
Reflectance , Anisotropy
On the effectiveness of multi-scale landscape metrics in soil organic carbon mapping
2024
Wang, Jiaxue, Chen, Yiyun, Wu, Zihao, Wei, Yujiao, Zhang, Zheyue, Wang, Xiaomi, Huang, Jingyi, Shi, Zhou
Photosynthesis, Primary Production, Vegetation Productivity
On the importance of plant phenology in the evaporative process of a semi-arid woodland: could it be why satellite-based evaporation estimates in the ...
2024
Zimba, Henry M., Coenders-Gerrits, Miriam, Banda, Kawawa E., Hulsman, Petra, van de Giesen, Nick, Nyambe, Imasiku A., Savenije, Hubert H. G.
Photosynthetically Active Radiation , Leaf Area Index (LAI) , Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Land Use/Land Cover Classification , Evapotranspiration , Latent Heat Flux, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps