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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 |
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| Predicting Persistent Forest Fire Refugia Using Machine Learning Models | Christ, Sven, Kraaij, Tineke, Geldenhuys, Coert J., de Klerk, Helen M. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Predicting piezometric levels in the Araripe Sedimentary Basin, Brazil, using regression and machine learning models | Lima, Mirelle T. V., Terra, Fabricio S., Silva, Juliana P. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Predicting pup-rearing habitat for Mexican wolves | Bassing, Sarah B., Oakleaf, John K., Cain, James W., Greenleaf, Allison R., Gardner, Colby M., Ausband, David E. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Predicting regional-scale groundwater levels at high spatial resolution using spatial Random Forest models | Raza, Ahsan, Ryo, Masahiro, Ghazaryan, Gohar, Baatz, Roland, Main-Knorn, Magdalena, Inforsato, Leonardo, Nendel, Claas | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | ||
| Predicting suitable habitats and carbon storage potential of mangroves: A case study in Zhanjiang, China | Lin, Zeyu, Su, Wenxiao, Cui, Xiaowei, Wei, Long, Feng, Jianxiang | Photosynthesis, Primary Production, Vegetation Productivity | ||
| Predicting suitable habitats for Asian elephant (Elephas maximus) in Tropical Asia under changing climatic scenarios | Abir, Kazi Al Muqtadir, Dey, Biplob, Redowan, Mohammad, Haque, Ashraful, Ahmed, Romel | Land Use/Land Cover Classification | ||
| Physically Based Canopy Interception Model for a Beech Forest Using | Zagyvai-Kiss, Katalin Anita, Gribovszki, Zoltan, Kalicz, Peter, Zabret, Katarina, Szilagyi, Jozsef, Herceg, Andras | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation |
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| Physics-augmented deep learning models for improving evapotranspiration estimation in global land regions | Liu, Binrui, He, Xinguang, Lyu, Wenkai, Tao, Lizhi | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation |
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| Physics-constrained machine learning for satellite-derived | Zhang, Chen, Zhou, Chang, Luo, Geping, Ye, Su, Shi, Zhou | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Physiological Traits for Predicting Poleward Extensions in Tropical Fishes: From Lab to Management | Downie, Adam T., Champion, Curtis, Booth, David J. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity |
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| Potential of Using Physics with Artificial Intelligence: Physics-Infused Machine Learning and Neural Networks for Spatiotemporal Analysis of Hydro-climatic Events | Ahmed, Asib, Mahboob, Maisha | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Potential vegetation greenness changes in the permafrost areas over the | Chen, Rui, Nitzbon, Jan, von Deimling, Thomas Schneider, Stuenzi, Simone Maria, Chan, Ngai-Ham, Boike, Julia, Langer, Moritz | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Poverty alleviation resettlement in China reduces deforestation | Chen, Feifei, Chen, Wei, Qiu, Huanguang | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | ||
| Pre-Season Precipitation and Temperature Have a Larger Influence on | Zhang, Yuanyuan, Wang, Qingtao, Zhang, Xueyuan, Guo, Zecheng, Guo, Xiaonan, Ma, Changhui, Wei, Baocheng, He, Lei | Land Use/Land Cover Classification | ||
| Predictability of abrupt shifts in dryland ecosystem functioning | Bernardino, Paulo N., De Keersmaecker, Wanda, Horion, Stephanie, Oehmcke, Stefan, Gieseke, Fabian, Fensholt, Rasmus, Van De Kerchove, Ruben, Lhermitte, Stef, Abel, Christin, Van Meerbeek, Koenraad, Verbesselt, Jan, Somers, Ben | Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux | ||
| Predicting Asthma Mortality in Argentina Using Remote Sensing Data and Machine Learning: RPIC Estudiantil 2025, 17 al 19 de septiembre de 2025, San Francisco, Cordoba | Coiman, Abraham, Garcia Ferreyra, Maria Fernanda, Andreo, Veronica | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | ||
| Predicting fire risk in colombia tropical savannas: A multi-scenario | Gonzalez, Tania Marisol, Gonzalez-Trujillo, Juan David, Elizalde, Maria Meza, Armenteras, Dolors | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | ||
| PINNSM: A PhysicsInformed Neural Networks Model for Vadose Zone Soil Moisture Profile Prediction | Chavoshi, Arya, Dashtian, Hassan, Bakhshian, Sahar, Young, Michael H., Niyogi, Dev | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Plant Phenology Index leveraging over conventional vegetation indices to | Marsh, Hanna, Jin, Hongxiao, Duan, Zheng, Holst, Jutta, Eklundh, Lars, Zhang, Wenxin | Land Use/Land Cover Classification | ||
| Plant species richness, green spaces, and preterm birth risk in urban areas | Li, Mengyi, Fan, Qiping, Sun, Yi, Benmarhnia, Tarik, Chen, Jiu-Chiuan, Jiao, Anqi, Molitor, John, Sacks, David A., Slezak, Jeff M., Chiu, Vicki Y., Avila, Chantal C., Getahun, Darios, Wu, Jun | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Post-fire spectral recovery and driving factors across the boreal and | Li, Li Kai, Liu, Zhihua, Xu, Wenru, Wang, Wenjuan, Su, Jiajia, Lv, Qiushuang, Guo, Wenhua, Johnson, Marie | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Potential for bird-insect phenological mismatch in a tri-trophic system | Belitz, Michael W., Larsen, Elise A., Hurlbert, Allen H., Di Cecco, Grace J., Neupane, Naresh, Ries, Leslie, Tingley, Morgan W., Guralnick, Robert P., Youngflesh, Casey | Land Use/Land Cover Classification | ||
| Precipitation prediction over the upper Indus Basin from large-scale circulation patterns using Gaussian processes | Tazi, Kenza, Orr, Andrew, Hosking, J. Scott, Turner, Richard E. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Precipitation recycling of water used for irrigation in Central Brazil | Brumatti, Livia Maria, Pousa, Raphael, Santos, Ana Beatriz, Erhardt, Igor Fernandes, Meira, Julia Sprangim, Mairink, Gustavo, Mantovani, Everardo Chartuni, Costa, Marcos Heil | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | ||
| Parameter Estimation in Land Surface Models: Challenges and Opportunities With Data Assimilation and Machine Learning | Raoult, Nina, Douglas, Natalie, MacBean, Natasha, Kolassa, Jana, Quaife, Tristan, Roberts, Andrew G., Fisher, Rosie, Fer, Istem, Bacour, Cedric, Dagon, Katherine, Hawkins, Linnia, Carvalhais, Nuno, Cooper, Elizabeth, Dietze, Michael C., Gentine, Pierre, Kaminski, Thomas, Kennedy, Daniel, Liddy, Hannah M., Moore, David J. P., Peylin, Philippe, Pinnington, Ewan, Sanderson, Benjamin, Scholze, Marko, Seiler, Christian, Smallman, T. Luke, Vergopolan, Noemi, Viskari, Toni, Williams, Mathew, Zobitz, John | Photosynthesis, Primary Production, Vegetation Productivity |