Intercomparison of Air Quality Models in a Megacity: Toward an
2024
Deroubaix, Adrien, Hoelzemann, Judith J., Ynoue, Rita Yuri, Toledo de Almeida Albuquerque, Taciana, Alves, Rafaela Cruz, de Fatima Andrade, Maria, Andreao, Willian Lemker, Bouarar, Idir, de Souza Fernandes Duarte, Edicle, Elbern, Hendrik, Franke, Philipp, Lange, Anne Caroline, Lichtig, Pablo, Lugon, Lya, Martins, Leila D., de Arruda Moreira, Gregori, Pedruzzi, Rizzieri, Rosario, Nilton, Brasseur, Guy
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Interpretable linear dimensionality reduction based on bias-variance analysis
2024
Bonetti, Paolo, Metelli, Alberto Maria, Restelli, Marcello
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Interpreting Controls of Stomatal Conductance across Different Vegetation Types via Machine Learning
2024
Xue, Runjia, Zuo, Wenjun, Zheng, Zhaowen, Han, Qin, Shi, Jingyan, Zhang, Yao, Qiu, Jianxiu, Wang, Sheng, Zhu, Yan, Cao, Weixing, Zhang, Xiaohu
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Interrogating Genomes and Geography to Unravel Multiyear Vesicular Stomatitis Epizootics
2024
Humphreys, John M., Shults, Phillip T., Velazquez-Salinas, Lauro, Bertram, Miranda R., Pelzel-McCluskey, Angela M., Pauszek, Steven J., Peters, Debra P. C., Rodriguez, Luis L.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Interspecific competition shapes bird species' distributions along
2024
Freeman, Benjamin G., Miller, Eliot T., StrimasMackey, Matthew
Land Use/Land Cover Classification
Intra-annual vegetation changes and spatial variation in China over the past two decades based on remote sensing and time-series clustering
2024
Cheng, Xi, Luo, Mingliang, Chen, Ke, Sun, Jian, Wu, Yong
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning downscaling of GRACE/GRACE-FO data to capture spatial-temporal drought effects on groundwater storage at a local scale under data-scarcity
2024
Shilengwe, Christopher, Banda, Kawawa, Nyambe, Imasiku
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning-based assessment of regional-scale variation of
2024
Das, Raja, Tien, Pham Van, Wegmann, Karl W., Chakraborty, Madhumita
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Machine learning-based global air quality index development using remote sensing and ground-based stations
2024
Anggraini, Tania Septi, Irie, Hitoshi, Sakti, Anjar Dimara, Wikantika, Ketut
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine-Learning Based Multi-Layer Soil Moisture Forecasts-An
2024
Du, J., Kimball, J. S., Jencso, K., Hoylman, Z., Brust, C., Ketchum, D., Xu, Y., Lu, H., Sheffield, J.
Land Surface Temperature , Emissivity, Brightness Temperature, Surface Soil Moisture
LRFD methodology for river embankments against non-stationary flooding under climate change
2024
Alhamid, Abdul Kadir, Akiyama, Mitsuyoshi, He, Zhengying, Firdaus, Putri Syahidah, Frangopol, Dan M.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Lu-Hf and U-Pb dating of the Zayanderud eclogites: Implications for
2024
Jamaliashtiani, Rezvaneh, Scherer, Erik E., Schmitt, Axel K., Hassanzadeh, Jamshid, Hertwig, Andreas T.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Machine learning allows for large-scale habitat prediction of a wide-ranging carnivore across diverse ecoregions
2024
OMalley, W. Connor, Elbroch, L. Mark, Zeller, Katherine A., Beier, Paul, Beale, Meghan M., Beausoleil, Richard A., Kertson, Brian, Knopff, Kyle, Kunkel, Kryan, Maletzke, Benjamin T., Martins, Quinton, Matchett, Marc R., Wilmers, Christopher C., Wittmer, Heiko U., Vickers, Winston, Sager-Fradkin, Kimberly, Robinson, Hugh
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
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