Delivery of new Suomi National Polar-orbiting Partnership (Suomi NPP) satellite observations will cease on November 2, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing ISS Data
List of peer-reviewed publications that cite using ISS data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Advancing point-to-grid scale ET mapping: comparative assessment of ECOSTRESS and MODIS LST and ET across heterogeneous landscapes | Park, Kijin, Baik, Jongjin, Kim, Kiyoung, Park, Jongmin | Evapotranspiration, Latent Heat Flux, Geolocation, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Clouds, Total Surface Precipitation Rate |
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| Advancing fire regime assessment in the Indian Himalayan forests using | Bhandari, Konica, Singh, Gulab | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| A novel light use efficiency model incorporating stand age to improve monitoring of mangrove productivity and biomass accumulation | Li, Shihua, Wei, Xu, Lin, Wei, Li, Peng | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Reduced Vegetation Uptake During the Extreme 2023 Drought Turns the Amazon Into a Weak Carbon Source | Botia, S., DiasJunior, C. Q., Komiya, S., van der Woude, A. M., Terristi, M., de Kok, R. J., Koren, G., van Asperen, H., Jones, S. P., D'Oliveira, F. A. F., Weber, U., MarquesFilho, E. P., Cely, I. M., Araujo, A., Lavric, J. V., Walter, D., Li, X., Wigneron, J. P., Stocker, B. D., Goncalves de Souza, J., O'Sullivan, M., Sitch, S., Ciais, P., Chevallier, F., Li, W., Luijkx, I., Peters, W., Quesada, C. A., Zaehle, S., Trumbore, S., Bastos, A. | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM, Albedo, Anisotropy, Reflectance, Atmospheric Carbon Dioxide, Solar Induced Fluorescence |
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| A 10 m High-precision Canopy Height Product for Nanping City, Fujian Province, China | Yi, Ling, Yao, Xiaojing, Yang, Aixia, Zhang, Liqiang, Wang, Dacheng, Jiao, Yue, Chen, Yaoliang, Liu, Shufu, Chen, Gang, Liu, Yalan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Taking the (Laser) Pulse of Woodpecker Ecology using Lidar Technologies: Current Applications and Future Opportunities | Vierling, Kerri T., Vierling, Lee A. | LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation | ||
| Supporting fire behavior modelling with canopy base height and canopy bulk density estimates using airborne and spaceborne lidar | Pascual, Adrian, Guerra-Hernandez, Juan, Botequim, Brigite, Gonzalez-Ferreiro, Eduardo | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Spaceborne Canopy Height Products Should Be Complemented With Airborne | Moudry, Vitezslav, Remelgado, Ruben, Forkel, Matthias, Torresani, Michele, Laurin, Gaia Vaglio, Sarovcova, Eliska, Garcia Millan, Virginia E., Fischer, Fabian Jorg, Jucker, Tommaso, Gallay, Michal, Kacic, Patrick, Hakkenberg, Christopher R., Kokalj, Ziga, Sterenczak, Krzysztof, Erfanifard, Yousef, Rocchini, Duccio, Prosek, Jiri, Roilo, Stephanie, Gdulova, Katerina, Cord, Anna F., Perrone, Michela, MolinaValero, Juan Alberto, Smida, Jiri, Surovy, Peter, Melichova, Zlatica, Malavasi, Marco, Urban, Rudolf, Stroner, Martin, Seidel, Dominik, Szabo, Szilard, Bertalan, Laszlo, Eltner, Anette, Cazzolla Gatti, Roberto, Kanuk, Jan, Bartak, Vojtech, Franke, Daniel, Brede, Benjamin, Song, Qian, Urbazaev, Mikhail, Kissling, W. Daniel | Canopy Characteristics, Biomass, Vegetation Height, Forest Composition/Vegetation Structure | ||
| Spaceborne LiDAR reveals 3D structural differences between natural forests and tree plantations in China | Bai, Hao, Yusup, Asadilla, Guo, Yanpei, Cheng, Kai, Chen, Xiuzhi, Liu, Jing, Tao, Shengli | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation | ||
| Unprecedented Amazonian rainforests damage during the 20232024 droughts | Bai, Hao, Liu, Xiangzhuo, Yang, Hui, Chave, Jerome, Ciais, Philippe, Wigneron, Jean-Pierre, Saatchi, Sassan, Xiao, Jingfeng, Le Toan, Thuy, Hu, Xiaomei, Yang, Ziyan, Wang, Lijun, Fan, Lei, Yao, Yitong, Chen, Xiuzhi, Liu, Yanxu, Xue, Baolin, Guo, Qinghua, Tang, Zhiyao, Liu, Hongyan, Fang, Jingyun, Tao, Shengli | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Anisotropy | ||
| Transferability of Aboveground Biomass Estimation Using Sentinel-1/2 and GEDI Data in Subtropical Forests of Complex Terrain, China | Wang, Guoqing, Dong, Wenquan, Zhang, Huaiqing, Ji, Yongjie, Zhang, Wangfei, Zhao, Han, Wang, Mengjin, Ma, Yuqiao, Song, Ci, Jiang, Ying, Bai, Chenfu, Wu, Jing | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Tracking savanna vegetation structure in South Africa by extension of GEDI canopy metrics with Landsat, Sentinel-2, and PALSAR | Filippelli, Steven K., Vogeler, Jody C., Mauro, Francisco, Coetsee, Corli, Fekety, Patrick A., McHale, Melissa, Bunn, David | Savannas, Vegetation Height, Vegetation Cover, Forest Composition/Vegetation Structure, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Above-Ground Biomass Density Geoinformation Modelling Using Machine Learning Methods | Kandii, M., Samoilenko, V., Bilous, L., Dibrova, I. | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| A hierarchical NFI-GEDI approach for aboveground biomass estimation and | Zhu, Chenghao, Xu, Aijun, Du, Qun, Ji, Biyong, Xie, Binglou | Carbon, Carbon Sequestration, Carbon Flux, Forests | ||
| A US scientific community review of carbon cycle science gaps and | Parazoo, N.C., Carroll, D., Abshire, J.B., Bar-On, Y.M., Birdsey, R.A., Bloom, A.A., Bowman, K.W., Braghiere, R.K., Bruhwiler, L.M., Byrne, B., Chatterjee, A., Crisp, D., Duncanson, L., Feldman, A.F., Fox, A.M., Frankenberg, C., Gay, B.A., Hopkins, F., Hoffman, F.M., Holmquist, J.R., Hutyra, L.R., Keller, M., Koven, C.D., Laughner, J.L., Liu, J., Lovenduski, N.S., MacBean, N., McKinley, G.A., McNicol, G., Menemenlis, D., Michalak, A.M., Miller, C.E., Nesser, H., Oda, T., Ordway, E.M., Ott, L.E., Paustian, K., Pierrat, Z.A., Poulter, B., Reed, S.C., Schimel, D.S., Serbin, S.P., Saatchi, S.S., Suto, H., Windham-Myers, L., Wunch, D. | Biomass, Forests, Vegetation Height, DISTURBANCE, Terrestrial Ecosystems | ||
| Aboveground biomass and carbon dynamics over 13 years at an Indonesian tropical peat dome: findings from field data | Sinclair, Amanda L, Graham, Laura LB, Cochrane, Mark A, Saharjo, Bambang H, Thomas, Andri, Applegate, Grahame, Mendham, Daniel S, Grover, Samantha PP | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Terrestrial Ecosystems, Wetlands, Burned Area, Fire Ecology | ||
| Aboveground woody biomass regression and uncertainty estimation from spaceborne lidar and optical datasets | Melzow, Hailey S., Osorio Leyton, Javier, Popescu, Sorin C., Olariu, Horia G., Wu, X. Ben | Vegetation Height, Biomass, Carbon, Forests, Terrestrial Ecosystems, LIDAR WAVEFORM, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Canopy Characteristics, Deciduous Vegetation | ||
| Beyond RMSE: The GEDI imputed waveform product minimizes artificial | Seo, Eugene, Healey, Sean P., Yang, Zhiqiang, Armston, John D., Dubayah, Ralph O., Ilyushchenko, Simon, De Conto, Tiago, Betts, Matthew G. | Reflectance, Enhanced Vegetation Index (EVI), Canopy Characteristics, Biomass, LIDAR WAVEFORM, Vegetation Height | ||
| Assessing the Potential of EMIT Hyperspectral Data Combined with | Qie, Guangping, Wang, Minzi, Pan, Ziping, Sun, Zongdi, Xie, Wenjin, Liu, Zhiyi, Wang, Guangxing | Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance | ||
| A high-resolution daily temperature reconstruction for Zhejiang Province | Li, Ying, Guo, Hao, Dong, Meiying, Wu, Jingxiao, Deng, Fangping, Chen, Yefeng, Chen, Feng | Land Surface Temperature, Emissivity | ||
| Applying satellite observations to improve bottom-up national emission | Hancock, Sarah E., Jacob, Daniel J., Jimenez, Rodrigo, Ardila, Andres, Morales-Rincon, Luis, Rojas, Nestor, Estrada, Lucas A., Balasus, Nicholas, East, James D., Sulprizio, Melissa P., Wang, Xiaolin, France, James L., Potyk, Lauren, Penn, Elise, Chen, Zichong, Varon, Daniel J., Frankenberg, Christian, Baranski, Marci, Calcan, Andreea, Parker, Robert J. | Methane, Emissions | ||
| A causal deep learning framework for simulating the thermal impact of | Gijon Van Linden, Lucas Guido, Xie, Yichun | Land Surface Temperature, Normalized Difference Vegetation Index (NDVI), Albedo, Sea Surface Temperature, Emissivity |
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| A primer on forest structure measurement with lidar for ecologists | Cushman, K. C., Kral, Kamil, Almeyda Zambrano, Angelica M., Broadbent, Eben N., Krucek, Martin, Rosen, Alice, McMahon, Sean M. | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| A quantitative evaluation of forest aboveground biomass density map products in Oregon, USA | Hudak, Andrew T, Bakken, Jennifer L, Lister, Andrew, Mauro, Francisco, Gregory, Matthew J, Riley, Karin, Wilson, Barry, Santoro, Maurizio, Healey, Sean, Ma, Lei, Yu, Yifan, Bright, Benjamin C, Byrne, John, Mita, Roy, Houtman, Rachel M, Shaw, John D, Fekety, Patrick A, Domke, Grant, Walters, Brian, Bell, David M, Weiskittel, Aaron, Atkins, Jeff W, Duncanson, Laura, Hunka, Neha, Kennedy, Robert, Babcock, Chad, Saatchi, Sassan, Raczka, Brett, Silva, Carlos, Tang, Hao, Hurtt, George | Biomass, Carbon, Forests, Litter Characteristics, Carbon, Carbon Sequestration, Carbon Flux, Terrestrial Ecosystems, LIDAR WAVEFORM |
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| COWVR Wind Direction Performance for One-Look Versus Two-Look Viewing | Nelson, Katherine, Lindsley, Richard, Meissner, Thomas, Mears, Carl | Sea Surface Temperature, ANTENNA TEMPERATURE, Sensor Counts, Brightness Temperature |