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Publications Citing HLS Data

List of peer-reviewed publications that cite using HLS data.
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A Conceptual Framework for Remote Sensing Solution for Peatland Greenhouse Gas Emission Estimation in Latvia Feofilovs, Maksims, Gulbe-Viluma, Linda, Grishanov, Andrei, Barga, Ilze, Rajamani, Amrutha, Patel, Nidhiben, Romagnoli, Francesco Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A 30 m Multi-Year Dataset of Major Crop Distributions in Xinjiang, China (20132024) Based on Harmonized LandsatSentinel-2 Data Liang, Qixiang, Di, Yanfeng, Hao, Xingming, Zhang, Jingjing, Ci, Mengtao, Sun, Fun, Wang, Chuan, Fan, Xue, Guo, Xinran Reflectance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Monitoring snow cover dynamics at 30-m resolution in higher latitude regions using Harmonized Landsat Sentinel-2 Bonney, Mitchell T., Zhang, Yu Albedo, Snow Cover, Reflectance
Exploring the potential of Harmonized Landsat-Sentinel-2 in predicting boreal forest structure from UAV-LiDAR data in Northwestern America Enguehard, Lea, Kruse, Stefan, Hansch, Ronny, Herzschuh, Ulrike, Panda, Santosh, Heim, Birgit Vegetation Cover, Forests, Canopy Characteristics, Land Use/Land Cover Classification, Alpine/Tundra, Reflectance, Dominant Species, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index
GPP-net: a robust high-resolution GPP estimation network for Sentinel-2 using only surface reflectance and photosynthetically active radiation Wang, Shaoyu, Ryu, Youngryel, Dechant, Benjamin, Zhang, Helin, Feng, Huaize, Lee, Jeongho, Choi, Changhyun Reflectance
Global uncertainty assessment of vegetation indices from NASA's Zhou, Qiang, Neigh, Christopher S.R., Ju, Junchang, Wooten, Margaret, Zhu, Zhe, Miura, Tomoaki, Campbell, Petya K.E., Sridhar, Madhu K., Baker, Bradley W., Leite, Rodrigo V. Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Prioritizing stream network connectivity for species conservation and Karanasios, Panagiotis I., Schmeller, Dirk S., Lin, Yu-Pin Reflectance
Preliminary evaluation of remote sensing evapotranspiration models for field-scale agricultural water management in arid central Iran Sima, Somayeh, Dehkordi, Iman Raissi, Taghikhani, Mohammadhosein, Karimi, Neamat Reflectance
Assessing Long-Term Spatiotemporal Dynamics of Microphytobenthos in a Korean Intertidal Flat Using Harmonized Landsat and Sentinel-2 (HLS) Data Koh, Sooyoon, Baek, Seungil, Lee, Jong Hyuk, Noh, Jaehoon, Lee, Howon, Hyun, Myung Jin, Kim, Wonkook Reflectance
Remote sensing of urban heat dynamics and the cooling effect of urban green spaces in Ethiopian cities Moges, Desalew Meseret, Mattisson, Kristoffer, Malmqvist, Ebba, Olsson, Per-Ola Land Surface Temperature, Emissivity, Reflectance
A Learned Reduced-Rank Sharpening Method for Multiresolution Satellite Armannsson, Sveinn E., Ulfarsson, Magnus O., Sigurdsson, Jakob Reflectance
Mapping grain crop sowing date in smallholder systems using optical imagery Prudente, Victor Hugo Rohden, Garcia-Medina, Mariana, Krishna, Vijesh, Euler, Michael, Bhattarai, Nishan, Lerner, Amy M., McDonald, Andrew James, Sherpa, Sonam, Rajan, Harshit, Urfels, Anton, Carneiro de Santana, Cleverton Tiago, Jain, Meha Reflectance
Mapping Reservoir Water Surface Area in the Contiguous United States Yadav, Anshul, Zhang, Shuai, Zhao, Bingjie, Allen, George H., Pearson, Christopher, Huntington, Justin, Holman, Kathleen, McQuillan, Katie, Gao, Huilin Reflectance
Multi-source remote sensing for large-scale biomass estimation in Contreras, Francisco, Cayuela, Maria L., Sanchez-Monedero, Miguel A., Perez-Cutillas, Pedro RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, VEGETATION HEIGHT, Reflectance
Near-Real-Time Field-Level Monitoring of Soybean and Corn Harvested Fields Using Satellite Imagery Shao, Bosen, Di, Liping, Zhang, Chen, Li, Hui, Liu, Ziao Reflectance
Integrating Sparse LiDAR and Multisensor Time-Series Imagery From Goel, Arnav, Song, Hunsoo, Jung, Jinha Reflectance
Fire Impacts, vegetation Recovery, and environmental drivers in West African savannas (20142023): A High-Resolution remote sensing assessment Ouattara, Boris, Thiel, Michael, Forkuor, Gerald, Mouillot, Florent, Laris, Paul, Tondoh, Ebagnerin Jerome, Sponholz, Barbara Reflectance
Novel Spatiotemporal ConvLSTM-Based Cellular Automata Model for Zhou, Ye, Qiu, Yu, Wu, Tao, Lv, Laishui Crop/Plant Yields, Landscape Patterns, Cropland, Land Use Classes, Vegetation Cover, Reflectance
Estimating forage mass in Brazilian pasture-based livestock production Bayma, Gustavo, Nogueira, Sandra Furlan, Adami, Marcos, Sano, Edson Eyji, Nunez, Daniel Coaguila, Santos, Patricia Menezes, Pezzopane, Jose Ricardo Macedo, Grego, Celia Regina, de Castro Teixeira, Antonio Heriberto, Skakun, Sergii Reflectance
Early Deforestation Detection in the Tropics using L-band SAR and Flores-Anderson, Africa I., Cardille, Jeffrey A., Kellndorfer, Josef, Meyer, Franz J., Olofsson, Pontus Reflectance
Elevation-Based Clustering and Spatiotemporal Analysis of Coffee Crop Agro-Environmental Dynamics da Silva, Tamires Lima, Romani, Luciana Alvim Santos, Massruha, Silvia Maria F. Silveira Reflectance
Harmonization of Gaofen-1/WFV Imagery with the HLS Dataset Using Conditional Generative Adversarial Networks Rehman, Haseeb Ur, Zhou, Guanhua, Antezana Lopez, Franz Pablo, Jiang, Hongzhi Reflectance
HLSWI: A Simple Yet Effective Water Index Using Harmonized Landsat-Sentinel-2 Data for Complex Scenarios Meng, Sihan, Hu, Xin, Wang, Manlin, Li, Yao, Wang, Jie, Yin, Zhixiang, Wu, Penghai Reflectance
Landsat-Derived Rainfed and Irrigated-Area Product for Conterminous United States for the Year 2020 (LRIP30 CONUS 2020) Using Supervised and Unsupervised Machine Learning on the Cloud Teluguntla, Pardhasaradhi, Thenkabail, Prasad S., Oliphant, Adam, Aneece, Itiya, Biggs, Trent, Gumma, Murali Krishna, Foley, Daniel, McCormick, Richard, Neelam, Rohitha, Long, Emerson, Lawton, Jake Crop/Plant Yields, Landscape Patterns, Cropland, Land Use Classes, Vegetation Cover, Reflectance
Plant functional traits as key regulators of interannual phenological variability in temperate forests Zhao, Yingyi, Wang, Zhihui, Dronova, Iryna, Yan, Zhengbing, Moon, Minkyu, Meng, Lin, Wang, Jing, Song, Guangqin, Guo, Zhengfei, Su, Yanjun, Liu, Lingli, Wu, Jin Reflectance, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Advancing winter wheat yield anomaly prediction with high-resolution Bazzi, Hassan, Ciais, Philippe, Makowski, David, Baghdadi, Nicolas Reflectance
An integrative methodology to estimate high-resolution carbon stock and Fuentes-Castillo, Taryn, Grau-Neira, Aaron, Morales-Santana, Eduardo, Rus-Valledor, Deelan, Trejo-Cancino, David, Pascual, Adrian, Perez-Quezada, Jorge F. Reflectance
A review of crop yield estimation on pixel and field scales from remotely sensed data Zhang, Fengjiao, Liang, Shunlin, Ma, Han, Li, Wenyuan, Chen, Yongzhe, He, Tao, Tian, Feng, Xu, Jianglei, Fang, Husheng, Liang, Hui, Ma, Yichuan, Jia, Aolin, Zhang, Yuxiang Reflectance
Assessing midsummer snow-free land surface albedo variability across multiple Arctic sites using the Harmonized Landsat and Sentinel-2 product Gottuk, Jannika, Stuenzi, Simone M., Runge, Alexandra, Boike, Julia Reflectance, Albedo, Anisotropy
Basal ice but not summer temperature affects land surface greenness in parts of the landscape in high Arctic tundra Lechler, Lia, Pedersen, Ashild nvik, Myers-Smith, Isla H, Le Moullec, Mathilde, Loe, Leif Egil, Hansen, Brage Bremset, Beumer, Larissa T, Ravolainen, Virve Reflectance
Capturing constraints on boreal gross primary productivity using the Melser, Ramon, Coops, Nicholas C., Wulder, Michael A., Derksen, Chris, Knox, Sara H., Wang, Tongli Reflectance, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp)
Detecting the onset of rice field inundation in the Lower Mississippi River Basin via Harmonized Landsat Sentinel-2 (HLS) satellite time series Deng, Yawen, Peng, Bin, Guan, Kaiyu, Runkle, Benjamin R.K., Moreno-Garcia, Beatriz, Wu, Xiaocui, Wang, Sheng, Zhou, Qu, Reba, Michele L. Reflectance
Data-driven identification of high-nature value grasslands using Harmonized Landsat Sentinel-2 time series data Groschler, Kim-Cedric, Martens, Tjark, Schrautzer, Joachim, Oppelt, Natascha Reflectance
Spatial-Temporal Dynamics of Vegetation Indices in Response to Drought Crespo, Nazaret, Padua, Luis, Paredes, Paula, Rebollo, Francisco J., Moral, Francisco J., Santos, Joao A., Fraga, Helder Reflectance
A new constant scattering angle solar geometry definition for normalization of GOES-R ABI reflectance times series to support land surface phenology studies Gao, Shuai, Zhang, Xiaoyang, Zhang, Hankui K., Shen, Yu, Roy, David P., Wang, Weile, Schaaf, Crystal Reflectance, Plant Phenology, Plant Phenological Changes
Modeling wildland fire burn severity in California using a spatial Super Learner approach Simafranca, Nicholas, Willoughby, Bryant, ONeil, Erin, Farr, Sophie, Reich, Brian J., Giertych, Naomi, Johnson, Margaret C., Pascolini-Campbell, Madeleine A. RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Land Use/Land Cover Classification, Evapotranspiration, Land Surface Temperature, Emissivity, Potential Evapotranspiration, Plant Characteristics
Multispectral analysis-ready satellite data for three East African mountain ecosystems Bhandari, Netra, Bald, Lisa, Wraase, Luise, Zeuss, Dirk Reflectance
Forests, Biodiversity, Ecology, LULC, and Carbon Thenkabail, Prasad S. Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Novel Use of Image Time Series to Distinguish Dryland Vegetation Responses to Wet and Dry Years Myers, Emily R., Browning, Dawn M., Burkett, Laura M., James, Darren K., Bestelmeyer, Brandon T. Reflectance
Estimating Brazilian Amazon Canopy Height Using Landsat Reflectance Products in a Random Forest Model with Lidar as Reference Data Oliveira, Pedro V. C., Zhang, Hankui K., Zhang, Xiaoyang Reflectance
Enhanced Polarimetric Radar Vegetation Index and Integration with Chang, Jisung Geba, Kraatz, Simon, Anderson, Martha, Gao, Feng Reflectance
Global Food Security Support Analysis Data (GFSAD) Using Remote Sensing in Support of Food and Water Security in the 21st Century: Current Achievements and ... Teluguntla, Pardhasaradhi, Thenkabail, Prasad S., Xiong, Jun, Oliphant, Adam, Gumma, Murali Krishna, Giri, Chandra, Milesi, Cristina, Ozdogan, Mutlu, Congalton, Russell G., Tilton, James, Sankey, Temuulen Tsagaan, Massey, Richard, Phalke, Aparna, Yadav, Kamini Land Use/Land Cover Classification, Reflectance
Phenology and Plant Functional Type Link Optical Properties of Vegetation Canopies to Patterns of Vertical Vegetation Complexity Jurayj, Duncan, Bowers, Rebecca, Fayne, Jessica V. Aquatic Ecosystems, Terrestrial Ecosystems, Vegetation, Soils, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure, Reflectance, Terrain Elevation, Glacier Elevation/Ice Sheet Elevation, Sea Ice Elevation, VEGETATION HEIGHT, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Dominant Species, Plant Phenology, Land Use/Land Cover, Enhanced Vegetation Index (EVI), Sensor Counts
Deciphering anthropogenic and biogenic contributions to selected non-methane volatile organic compound emissions in an urban area Peron, Arianna, Graus, Martin, Striednig, Marcus, Lamprecht, Christian, Wohlfahrt, Georg, Karl, Thomas Reflectance
Overview of satellite image radiometry in the solar-reflective optical domain Teillet, Philippe M. Reflectance
Relationships between Woodland Phenology, Precipitation, and Flooding Patterns in the Brazilian Pantanal Wetland Ribeiro, Uelison Mateus, Corgne, Samuel, Bacani, Vitor Matheus, Da Silva, Mauro Henrique Soares, Arvor, Damien Reflectance
Near real-time detection of winter cover crop termination using harmonized Landsat and Sentinel-2 (HLS) to support ecosystem assessment Gao, Feng, Jennewein, Jyoti, Hively, W. Dean, Soroka, Alexander, Thieme, Alison, Bradley, Dawn, Keppler, Jason, Mirsky, Steven, Akumaga, Uvirkaa Reflectance
Impacts of terrain on land surface phenology derived from Harmonized Landsat 8 and Sentinel-2 in the Tianshan Mountains, China Ding, Chao, Li, Yao, Xie, Qiaoyun, Li, Hao, Zhang, Bingwei Plant Phenology, Enhanced Vegetation Index (EVI), Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Reflectance
Monitoring standing herbaceous biomass and thresholds in semiarid rangelands from harmonized Landsat 8 and Sentinel-2 imagery to support within-season adaptive management Kearney, Sean P., Porensky, Lauren M., Augustine, David J., Gaffney, Rowan, Derner, Justin D. Reflectance
Multi-season phenology mapping of Nile Delta croplands using time series of Sentinel-2 and Landsat 8 Green LAI Amin, Eatidal, Belda, Santiago, Pipia, Luca, Szantoi, Zoltan, El Baroudy, Ahmed, Moreno, Jose, Verrelst, Jochem Reflectance
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