Delivery of Suomi National Polar-orbiting Partnership (Suomi NPP) satellite data products will cease on November 1, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing Land Surface Data
List of peer-reviewed publications that cite using Land Surface data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| Unlocking ecological insights from subseasonal visibletoshortwave infrared imaging spectroscopy: The SHIFT campaign | Chadwick, K. Dana, Davis, Frank, Miner, Kimberley R., Pavlick, Ryan, Reynolds, Mark, Townsend, Philip A., Brodrick, Philip G., Ade, Christiana, Allen, Jean, Anderegg, Leander, Angel, Yoseline, Boving, Indra, Byrd, Kristin B., Campbell, Petya, Carberry, Luke, Cavanaugh, Katherine C., Cavanaugh, Kyle C., Easterday, Kelly, Eckert, Regina, Gierach, Michelle, Gold, Kaitlin, Hestir, Erin, Huemmrich, Fred, Klope, Maggie, Kokaly, Raymond F, Lovegreen, Piper, Luis, Kelly, McMahon, Conor, Nidzieko, Nicholas, Ochoa, Francisco, Ongjoco, Anna Jiselle, Ordway, Elsa, PascoliniCampbell, Madeleine, Queally, Natalie, Roberts, Dar A., Saiki, Clare M., Schneider, Fabian D., Shiklomanov, Alexey N., Silva, German D., Snyder, Jordan, Thornton, Michele, Trugman, Anna T., Vinod, Nidhi, Zheng, Ting, Avouris, Dulcinea M., Baker, Brianna, Baskaran, Latha, Bell, Tom, Berg, Megan, Bernas, Michael, Bohn, Niklas, Braghiere, Renato K., Breuer, Zach, Brooks, Andrew J., Burkard, Nolan, Burmistrova, Julia, CawseNicholson, Kerry, Chapman, John, ChazaroHaraksin, Johana, Cryer, Joel, Cushman, K. C., Dahlin, Kyla, Dao, Phuong D., DiBartolo, Athena, Eastwood, Michael, Elder, Clayton D., Giordani, Angela, Grant, Kathleen, Green, Robert O., Hanson, Alexa, Heberlein, Brendan, Helmlinger, Mark, Hook, Simon, Jensen, Daniel, Johnson, Emma, Johnson, Marie, Kiper, Michael, Kibler, Christopher, King, Jennifer Y., Kovach, Kyle R., Kreisberg, Aaron, Lacey, Daniel, Lang, Evan, Lee, Christine, Lopez, Amanda M., Lopez Barreto, Brittany, Maguire, Andrew, Marsh, Elliott, Miller, Charles, Nguyen, Dieu My T., Nickles, Cassandra, Ocon, Jonathan P., Papen, Elijah P., Park, Maria, Poulter, Benjamin, Raiho, Ann, Reim, Porter, Robinson, Timothy H., Romero Galvan, Fernando E., Shafron, Ethan, Skalitzky, Brenen R., Stroschein, Sydney, Taylor, Niky C., Thompson, David R., Thompson, Kate, Tye, Cecily, Van Beek, Joelie, Vanden Heuvel, Cecilia, Vellanoweth, Jonathan, Vermeer, Evert, VillanuevaWeeks, Claire, Zumdahl, Kristen, Schimel, David | REFLECTED INFRARED, Reflectance, Leaf Characteristics, Emissivity, Land Surface Temperature, Vegetation Cover, Marine Ecosystems, VISIBLE IMAGERY, Land Use/Land Cover, Reflectance, Shortwave Downward Irradiance, Plant Characteristics, Vegetation Species, Plant Phenology, Chlorophyll, Infrared Wavelengths, Visible Wavelengths, Terrestrial Ecosystems, Canopy Characteristics, Visible Radiance, Infrared Radiance, Brightness Temperature |
|
|
| Unprecedented Beaufort Sea ice loss in late summer 2021 and its relationship to an extended period of unusually stormy weather | Ballinger, Thomas J, Finocchio, Peter M, Alexeev, Vladimir A, Polyakov, Igor V, Doyle, James D, Fearon, Matthew G, Boisvert, Linette, Parker, Chelsea | Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature | ||
| Upper canopy and understory phenology of Brazilian Amazon forests seen | Oliveira, Pedro V C, Zhang, Xiaoyang | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Upscaling eddy covariance measurements of carbon and water fluxes to the | Bu, Jingyi, Xiao, Jingfeng | Land Use/Land Cover Classification | ||
| Upscaling Frameworks Drive Prediction Accuracy and Uncertainty When Mapping Aboveground Biomass Density from the Synergism of Spaceborne LiDAR, SAR, and Passive Optical Data | Bueno, Inacio T., Silva, Carlos A., Schlickmann, Monique B., Donovan, Victoria M., Atkins, Jeff W., Brock, Kody M., Xia, Jinyi, Valle, Denis R., Qiu, Jiangxiao, Vogel, Jason, Susaeta, Andres, Sharma, Ajay, Klauberg, Carine, Mohan, Midhun, Dalla Corte, Ana Paula | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Uranium and Lithium Isotope Ratios of River Solutes Clarify the Role of Bedrock Properties in Landscape Denudation | Ramos, Evan J., Ibarra, Daniel E., Piccione, Gavin | Topographic Effects, Digital Elevation/Terrain Model (DEM), Terrain Elevation, Rivers/Streams | ||
| Using explainable AI to diagnose the representation of environmental drivers in process-based soil organic carbon models | Wang, Lingfei, Abramowitz, Gab, Wang, Ying-Ping, Pitman, Andy, Ciais, Philippe, Goll, Daniel S. | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Using feature importance as an exploratory data analysis tool on Earth system models | Ries, Daniel, Goode, Katherine, McClernon, Kellie, Hillman, Benjamin | Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, 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) |
|
|
| Using imaging spectroscopy and elevation in machine learning to estimate soil salinity in intermittently tidal wetlands | Silva, German D., Roberts, Dar A., Byrd, Kristin B., Chadwick, K. Dana, Walker, Ian J., King, Jennifer Y. | REFLECTED INFRARED, Reflectance | ||
| Unveiling Divergent Trends in Soil Erosion and Soil Organic Carbon Displacement in Response to Climate and Land-Use Changes over China | Weng, Xuerou, Zhang, Haicheng, Zhu, Jinxin, Wang, Dagang, Wang, Shuo, Mei, Yiwen, Luo, Ming | Forest Yields, Land Resources, Land Use Classes | ||
| Unveiling PACE OCI's hyperspectral terrestrial data products | Caplan, Skye, Huemmrich, K. Fred | Reflectance | ||
| Unveiling the escalating impact of human activities on groundwater | Zhang, Xiao, Wu, Xiong, Mu, Wenping | 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, Ground Water |
|
|
| Unveiling the Evolutionary Lineages and Habitat Dynamics of the | Abedin, Imon, Singh, Arunima, Purakayastha, Jayaditya, Singh, Shailendra, Das, Kulendra Chandra, Kim, HyunWoo, Kang, HyeEun, Kundu, Shantanu | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability | ||
| Unveiling the performance and influential factors of GEDI L2A for building height retrieval | Chen, Peimin, Huang, Huabing, Qin, Peng, Wu, Zhenbang, Wang, Zixuan, Liu, Chong, Dong, Na, Wang, Jie | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Unveiling the Role of Western Pacific Subtropical High in Urban Heat Islands Using Local Climate Zones Coupled WRF-BEP/BEM | Zhou, Keqi, Zhong, Lei, Liu, Jie, Wang, Zixin, Liu, Jinchen | Land Surface Temperature, Emissivity | ||
| Understanding the dynamics of 2024 extreme heat event in India: Spatial | Verma, Akash, Khadke, Leena, Budakoti, Sachin | Photosynthesis, Primary Production, Vegetation Productivity, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature | ||
| Understanding the Future Dynamics of Kashang Glacial Lake in Indian Himalaya: Remote Sensing and Modeling-Based Hazard Assessment | Kumar, Rohit, Goswami, Ajanta, Kulkarni, Anil V. | Digital Elevation/Terrain Model (DEM) | ||
| Understanding the Relationship Between Urban Green Infrastructure and | Lyu, Feinan, Chen, Kai, Olhnuud, Aruhan, Sun, Xiaojie, Gong, Cheng | Land Surface Temperature, Emissivity | ||
| Undesirable Effects of Biogenic Emissions From Urban Green Spaces on Air | Zhu, Liuhua, Zhang, Yanli, Wang, Fan, Chen, Bin, Jin, Ling N., Dai, Huibin, Han, Yong, Lu, Xiao, Fu, TzungMay, Gao, Meng | Land Use/Land Cover Classification | ||
| Unequal socioeconomic exposure to drought extremes induced by stratospheric aerosol injection | Fu, Weijie, Yue, Xu, Tian, Chenguang, Xu, Rongbin, Guo, Yuming | Population Estimates, Socioeconomics, Soil Depth, Soil Horizons/Profile, Soil Water Holding Capacity, Soil Texture, Soil Classification | ||
| Variability of long-term terrestrial water storage changes and its environmental effects in the Three Rivers Source Region, China | Lu, Houliang, Zuo, Huimin, Zhou, Han, Jiao, Yufei, Hu, Xiaonong | Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Variance-based sensitivity analysis of climate variability impact on | Xu, Yingqiang, Albalawneh, Abeer, Al-Zoubi, Maysoon, Baroud, Hiba | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Topographical Relief Maps, Land Surface Temperature, Emissivity |
|
|
| When the city heats up: mapping urban heat risks through environmental and socioeconomic factors in Quezon City, Philippines | Treyes, Aerol Cedrick | Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy | ||
| When the wild things are: Defining mammalian diel activity and plasticity | Devarajan, Kadambari, Fidino, Mason, Farris, Zach J., Adalsteinsson, Solny A., Andrade-Ponce, Gabriel, Angstmann, Julia L., Anthonysamy, Whitney, Aquino, Jesica, Asefa, Addisu, Avila, Belen, Bailey, Larissa L., de Sousa Barbosa, Lyandra Maria, de Frias Barreto, Marcela, Barton, Owain, Bates, Chloe E., Beltrao, Mayara Guimaraes, Bird, Tori, Biro, Elizabeth G., Bisi, Francesco, Bohorquez, Daniel, Boyce, Mark, Brashares, Justin S., Bullington, Grace, Burns, Phoebe, Burr, Jessica, Butler, Andrew R., Calhoun, Kendall L., Cao, Tien Trung, Casado, Natalia, Cepeda-Duque, Juan Camilo, Cepek, Jonathon D., Chiarello, Adriano Garcia, Collins, Merri, Cordeiro-Estrela, Pedro, Costa, Sebastian, Cremonesi, Giacomo, Cristescu, Bogdan, Cruz, Paula, de Albuquerque, Anna Carolina Figueiredo, De Angelo, Carlos, de Campos, Claudia Bueno, de Sena, Liana Mara Mendes, Di Bitetti, Mario, de Matos Dias, Douglas, Diefenbach, Duane, Doherty, Tim S., dos Santos, Thais P., Duarte, Gabriela Teixeira, Eppley, Timothy M., Erb, John, Esteves, Carolina Franco, Evans, Bryn, Falcao, Maria L. M., Fernandes-Ferreira, Hugo, Fieberg, John R., de Souza Filho, Luiz Carlos Firmino, Fisher, Jason, Fortin, Marie-Josee, Gale, George A., Gallo, Travis, Ganoe, Laken S., Garcia-Anleu, Rony, Gaynor, Kaitlyn M., Gelmi-Candusso, Tiziana A., Gichuru, Phillys N., Gomez, Quimey, Green, Austin M., Guimaraes, Luiza Neves, Haight, Jeffrey D., Harris, Lavendar R., Hawn, Zachary D., Heiman, Jordan, Hoang, Huy Quoc, Huebner, Sarah, Iannarilli, Fabiola, Iezzi, Maria Eugenia, Ivan, Jacob S., Jaspers, Kodi J., Jordan, Mark J., Kamilar, Jason, Kane, Mamadou, Karimi, Mohammad Hosein, Kelly, Marcella, Kohl, Michel T., Kuvlesky, William P., Ladle, Andrew, Larson, Rachel N., Le, Quy Tan, Le, Duy, Le, Van Son, Lehrer, Elizabeth W., Lendrum, Patrick E., Lewis, Jesse, Link, Andres, Lizcano, Diego J., Lombardi, Jason V., Long, Robert, Lopez-Tello, Eva, Lugarini, Camile, Lugo, David, MacKay, Paula, Madadi, Maria, Magalhaes, Rodolfo Assis, Magle, Seth B., Maia, Ludmila Hufnagel Regis Diniz, Mandujano, Salvador, Marchenkova, Taisiia, Marinho, Paulo Henrique, Marker, Laurie, Pardo, Julia Martinez, Martinoli, Adriano, Massara, Rodrigo Lima, Masseloux, Juliana, Matiukhina, Dina, Mayer, Amy, Mazariegos, Luis, McClung, Maureen R., McInturff, Alex, McPhail, Darby, Mertl, Amy, Middaugh, Christopher R., Miller, David, Mills, David, Miquelle, Dale, Miritis, Vivianna, Moll, Remington J., Molnar, Peter, Montgomery, Robert A., Morelli, Toni Lyn, Mortelliti, Alessio, Mueller, Rachael I., Mukhacheva, Anna S., Mullen, Kayleigh, Murphy, Asia, Nepomuceno, Vance, Ngoprasert, Dusit, Nguyen, An, Van Nguyen, Thanh, Nguyen, Van Thai, Quang, Hoa Anh Nguyen, Nipko, Rob, Nobre, Ana Clarissa Costa, Northrup, Joseph, Owen, Megan A., Paglia, Adriano Pereira, Palmer, Meredith S., Palomo-Munoz, Gabriela, Pardo, Lain E., Parks, Chrystina, de Oliveira Paschoal, Ana Maria, Patterson, Brent, Paviolo, Agustin, Pejchar, Liba, Pendergast, Mary E., Perotto-Baldivieso, Humberto L., Petrov, Timofei, Poisson, Mairi K. P., Polli, Daiana Jeronimo, Pourmirzai, Morteza, Reebin, Alexander, Remine, Katie R., Rich, Lindsey, Richardson, Christopher S., Robino, Facundo, Rocha, Daniel G., Rocha, Fabiana Lopes, Rodrigues, Flavio Henrique Guimaraes, Rohnke, Adam T., Ryan, Travis J., Salsbury, Carmen M., Sander, Heather A., da Cruz Santos-Cavalcante, Nadia Maria, Sekercioglu, Cagan H., Seryodkin, Ivan, Setiawan, Dede Hendra, Shadloo, Shabnam, Shahhosseini, Mahsa, Shannon, Graeme, Shier, Catherine J., Smith, G. Bradley, Snyder, Tom, Sollmann, Rahel, Sparks, Kimberly L., Sribuarod, Kriangsak, St. Clair, Colleen C., Stankowich, Theodore, Steinmetz, Robert, Stevenson, Cassondra J., Sunarto Sunarto, Surasinghe, Thilina D., Sutyrina, Svetlana V., Swaisgood, Ronald R., Taktehrani, Atie, Thapa, Kanchan, Thorton, Matthew, Tilker, Andrew, Tobler, Mathias W., Tran, Van Bang, Tucker, Jody, Van Horn, Russell C., Vargas-Soto, Juan S., Velasquez-C, Karen L., Venter, Jan, Venticinque, Eduardo M., Verschueren, Stijn, Wampole, Erin, Watchorn, Darcy J, Wearn, Oliver R., Weiss, Katherine C.B., Welschen, Alejandro, Widodo, Febri Anggriawan, Williamson, Jacque, Wilting, Andreas, Wittemyer, George, Zavaleta, Arturo, Zellmer, Amanda J., Gerber, Brian D. | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability | ||
| Where and how to conserve butterflies amid climate change: a model-based approach on Papilio alexanor | Anselmo, Luca, Caprio, Enrico, Baruzzi, Andrea, Serafini, Matteo, Bonelli, Simona | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification |