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 LP DAAC Data
List of peer-reviewed publications that cite using LP DAAC data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| Learning feature representations with recurrent neural networks for the Earth Sciences | Campos-Taberner, Manuel, Mateo-Sanchis, Anna, Adsuara, Jose E., Martinez, Beatriz, Rhif, Manel, Ben Abbes, Ali, Piles, Maria, Perez-Suay, Adrian, Garcia-Haro, Francisco Javier, Gilabert, M.A. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Mapping Flood-Prone Areas and Crop Damage Assessment Using Remote Sensing and GIS: A Comparative Analysis of the 2010 and 2022 Floods in Sindh, Pakistan | Arif, Hiba, Khan, Mariam, Khan, Imran Ahmed, Lahori, Altaf Hussain, Kausar, Anila | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Methodological sensitivities when identifying dryland degradation: case studies from two Australian regions | Zhang, Xinyue, Evans, Jason P., Fisher, Adrian G. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Vegetation Index, Enhanced Vegetation Index (EVI) | ||
| Deep learning with geographical post-processing optimization: an | Fu, Xingjian, Luo, Lei, Li, Feng, Yang, Jia, Shao, Jie, Tu, Ran, Fan, Jinhui, Luo, Zhihong, Zhang, Zhi | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Desert mycobiome of Saudi Arabia is driven by vegetation patterns | Mani, Israel, Mikryukov, Vladimir, Alkahtani, Saad, Tedersoo, Leho | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Detecting and Predicting Vegetation Transitions Based on Resilience Dynamics and Land-Cover Changes | Zhao, Xueming, Zheng, Zhaoju, Yang, Shijie, Zhao, Dan, Xu, Cong, Zeng, Yuan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Deriving Gridded Soil Moisture Estimates Using Earth Observation Data | Fealy, Rowan, Ishola, Kazeem, McCarthy, Tim, Nair, Ajay, de Andrade Moral, Rafael | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Evaluation of arsenic and nitrate contamination in groundwater from alluvium aquifers: Hydrogeochemical features, water quality and health risk assessment | Sener, Sehnaz, Savran, Gozde, Sener, Erhan | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Fuzzy Cognitive Maps in Corn Yield Forecast | Kokhan, Svitlana, Popov, Mykhailo, Alpert, Sofiia, Andreiev, Artem, Drozdivskyi, Oleg, Temna, Yuliia, Sybirtseva, Oksana, Dorofey, Yelizaveta | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, Vegetation Productivity | ||
| From Descriptors to Decisions: Structuring the Libyan National Land Cover Reference System with Land Cover Meta Language | Nwer, Bashir, Dadhich, Gautam, Alkasih, Akram, Maki, Abdourahman, Mushtaq, Fatima | Land Use/Land Cover Classification | ||
| From Remote Sensing to Multiple Time-Horizons Forecasts: Transformers | Adil, Muhammad, Clemins, Patrick J., Schroth, Andrew W., Oikonomou, Panagiotis D., Rizzo, Donna M., Isles, Peter D. F., Zhang, Xiaohan, Hannoun, Kareem I., Turnbull, Scott, Beckage, Noah B., Zia, Asim, Wshah, Safwan | Reflectance, Land Surface Temperature, Emissivity | ||
| From snowmelt to disaster: modeling debris flow dynamics in the Shatoobar Nala watershed, Hunza, Pakistan | Khan, Hameed Ullah, Shafique, Muhammad, Aftab, Javeria, Zahid, Uzair, Ullah, Ihsan | Land Surface Temperature, Emissivity | ||
| Full-season spring migration counts reveal seasonal contrasts in raptor migration through the eastern Black Sea flyway | Tal, Tohar, Jansen, Diego, Jansen, Erik, Green, Arthur W., Hoekstra, Elien, Heetkamp, Marc, T'jollyn, Filiep, Engelen, Dries, Hoekstra, Bart, Kaasiku, Triin, Vansteelant, Wouter M.G. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Functional composition and structural diversity enhance mangrove forest resilience in the Sundarbans | Rahman, Md Mizanur, Zimmer, Matin, Rahman, Md Saidur, Donato, Daniel, Liang, Jingjing, Khan, Md Nabiul Islam, Weng, Qihao | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Functional homogenization of terrestrial mammals outside protected areas in the Hengduan Mountains, China | Li, Xueyou, Hu, Wenqiang, Onditi, Kenneth Otieno, Li, Quan, Hu, Zhechang, Bai, Ru, Liu, Yang, Wang, Hongjiao, Jiang, Xuelong | Photosynthesis, Primary Production, Vegetation Productivity | ||
| GeoAI-Enabled Ensemble Modeling to Assess Land Use and Atmospheric | Mitra, Bijoy, Zhang, Guiming | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| GeoDS (v. 1.0): a simple Geographical DownScaling model for long-term precipitation data over complex terrains | Brenner, Jean-Baptiste, Quiquet, Aurelien, Roche, Didier M., Paillard, Didier, Vaittinada Ayar, Pradeebane | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Global daily 1 km gapless XCO2 (20032023) derived from multi-satellite observations and a spatiotemporal deep learning framework | Wang, Jiawei | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Global daily 9 km remotely sensed soil moisture (20152025) with microwave radiative transfer-guided learning | Feng, Sijia, Li, Aoyang, Zhou, Rui, Butterbach-Bahl, Klaus, Guan, Kaiyu, Jin, Zhenong, Looms, Majken C., Wang, Sherrie, Igel, Christian, Treat, Claire, Olesen, Jrgen Eivind, Wang, Sheng | Brightness Temperature, Surface Soil Moisture, Air Temperature, Soil Moisture/Water Content, Soil Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | ||
| Global elevational shifts and drivers of alpine treelines | Liang, Tianchen, Tian, Feng, Zou, Linqing, Gravey, Mathieu, Rumpf, Sabine B. | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| FoScenes: A high-fidelity, large-scale 3D forest plant area density product derived from open-access airborne lidar data | Zhou, Cailin, Yin, Tiangang, Wei, Shanshan, Cook, Bruce D., Tan, Weiwei, Yan, Wai Yeung, Chen, Qi, Gastellu-Etchegorry, Jean-Philippe | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | ||
| Free rein: Are feral horses competing with native ungulates in British Columbia? | TjadenMcClement, Katie, Gharajehdaghipour, Tazarve, Shores, Carolyn, White, Shane, Steenweg, Robin, Bourbonnais, Mathieu, Konanz, Zoe, Burton, A. Cole | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Evidence of enhanced global vegetation activity driven by reduced human pressures | He, Aoyang, Dai, Zhijun, Mei, Xuefei, Cheng, Jinping, Fagherazzi, Sergio, Zeng, Zhenzhong | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Fire Spread, Intensity, and Emissions Observations by Multiple | Li, Fangjun, Zhang, Xiaoyang, Cochrane, Mark, Kondragunta, Shobha, An, Shuai | Aerosol Optical Depth/Thickness | ||
| Forest disturbances and their impact on ground surface temperatures in permafrost-underlain forest in central Mongolia | Zweigel, Robin B., Avirmed, Dashtseren, Temuujin, Khurelbaatar, Webster, Clare, Lee, Hanna, Westermann, Sebastian | Land Use/Land Cover, Reflectance, Normalized Difference Vegetation Index (NDVI) |