N: 90 S: -90 E: 180 W: -180
Description
The MCD15A3H Version 6.1 Moderate Resolution Imaging Spectroradiometer (MODIS) Level 4 combined Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation (FPAR) product is a 4-day composite data set with 500 meter pixel size. The algorithm chooses the best pixel available from all the acquisitions of both MODIS sensors located on NASA’s Terra and Aqua satellites from within the 4-day period.
LAI is defined as the one-sided green leaf area per unit ground area in broadleaf canopies and as one-half the total needle surface area per unit ground area in coniferous canopies. FPAR is defined as the fraction of incident photosynthetically active radiation (400-700 nm) absorbed by the green elements of a vegetation canopy.
Known Issues
- For complete information about known issues please refer to the MODIS/VIIRS Land Quality Assessment website.
Version Description
Product Summary
Citation
Citation is critically important for dataset documentation and discovery. This dataset is openly shared, without restriction, in accordance with the EOSDIS Data Use and Citation Guidance.
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File Naming Convention
The file name begins with the Product Short Name (MCD15A3H) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2025213), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h11v06), the Version of the data collection (061), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2025218033608), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
PRODUCT QUALITY ASSESSMENT
SCIENCE DATA PRODUCT VALIDATION
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| A global 0.05 gross primary production dataset from 2001 to 2024 generated using a hybrid LSTM framework | Chen, Shaoyang, Liu, Xinjie, Han, Qizhi, Wu, Yanhong, Liu, Liangyun | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo, Anisotropy, Reflectance, Photosynthesis, Primary Production, Vegetation Productivity | |
| A novel active-microwave method to estimate 1 km vegetation optical depth over the Heihe River Basin | Lu, Zhixuan, Fan, Lei, De Lannoy, Gabrielle, Bai, Xiaojing, Liu, Xiangzhuo, Xing, Zanpin, Zhou, Zhilan, Zeng, Jiangyuan, Frappart, Frederic, Peng, Jian, Che, Tao, Geng, Liying, Li, Xiaojun, Li, Xin, Baghdadi, Nicolas, Wigneron, Jean-Pierre | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture | |
| Artificial intelligence with earth observations provides continuous | Uddin, Shihab, Rajib, Adnan, Haider, M. Rezaul, Vanderhoof, Melanie, Luk Kim, I., Zhao, Lan | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Burned Area, Reflectance, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Evapotranspiration, Latent Heat Flux | |
| Assessing the spatiotemporal dynamics of wildfire drivers in Southeast Asia: An explainable spatial machine learning framework | Xia, Lei, Yang, Zhixian, Yang, Yongling, Han, Liang, Jia, Chengwen, Li, Jie, Fan, Wenxuan, Liu, Rui | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Assessing Consistency in Fuel Consumed Between Activity-Based Wildfire | Saide, P. E., Wu, Y., Arnold, M., Thapa, L. H., Soja, A., Gargulinski, E., Li, F., Wiedinmyer, C., Emmons, L. K., Tang, W., Westerling, A. L., Xu, Q., Ordway, E. M., Queally, N., Kueppers, L. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover | |
| Assessing ecosystem services resilience to drought and its drivers in mediterranean forests using a counterfactual, process-based modelling approach | DAdamo, Francesco, Caceres, Miquel De, Espelta, Josep Maria, Roces-Diaz, Jose Valentin, Descals, Adria, Selwyn, Miriam, Lloret, Francisco, Martinez-Vilalta, Jordi | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Integrating physical drivers for wildfire hazard modelling in support of | Corbea-Perez, Alejandro, Merino, Andres, Navarro, Andres, Garcia-Ortega, Eduardo | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Machine learning technique for net ecosystem exchange of carbon dioxide simulation and assessment: a regional analysis of Japanese islands | Gorbarenko, Artem, Gorbarenko, Elizaveta, Mikhailov, Dmitry, Vlasov, Alexander, Saeed, Muhammad | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity | |
| Continental-scale mapping of forest tree density in North America using remote sensing and deep learning with uncertainty quantification | Ahmad, Mustak, Tang, Yun, Lister, Andrew J., Gamarra, Javier G.P., Powell, William G., Beane, Nathan R., Choi, Wook Jin, Mitra, Ankita, Kumar, Amit, Cuchietti, Anibal, Paquette, Alain, Searle, Eric, Chen, Jiaxin, Chen, Han Y.H., Bongers, Frans, Meave, Jorge A., Guevara, Mario, Barreras, Aylin, de la Rosa, Jose Armando Alanis, Mayorga Saucedo, Rafael, Cuenca Lara, Rubi Angelica, Moreno Garcia, Cesar, Godinez Valdivia, Carlos Isaias, Delgado Caballero, Carina Edith, de los Angeles Soriano Luna, Maria, Aldrete Leal, Metzli Ileana, Medina Casillas, Sandra Liliana, Romero Correa, Johny, Villela Gaytan, Sergio Armando, Corral Rivas, J. Javier, Vega-Nieva, Jose Daniel, Briseno-Reyes, Jaime, Lopez-Serrano, Pablito Marcelo, Fayle, Tom M., Altman, Jan, Johnson, Daniel J., Liang, Jingjing | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux | |
| Do Lagged Ecosystem Feedbacks to Hydroclimate Extremes Promote Resilience of Forest Watersheds? | Zhang, Ruoyu, Band, Lawrence E., Hwang, Taehee | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Leaf Characteristics, Photosynthetically Active Radiation | |
| 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) | |
| Exploring the Potential of Sub-Daily Microwave Remote Sensing Observations for Estimating Evaporation in Forests | Tronquo, Emma, Lievens, Hans, Steele-Dunne, Susan C., Verhoest, Niko E. C., Miralles, Diego G. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification, Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile | |
| 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 | |
| Global near real-time 500 m 10 d FPAR dataset from MODIS and VIIRS for operational agricultural monitoring and crop yield forecasting | Seguini, Lorenzo, Klisch, Anja, Meroni, Michele, Vrieling, Anton, Manfron, Giacinto, Atzberger, Clement, Rembold, Felix | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| NortheastChinaSoybeanYield20m: an annual soybean yield dataset at 20 m in Northeast China from 2019 to 2023 | Xu, Jingyuan, Du, Xin, Dong, Taifeng, Li, Qiangzi, Zhang, Yuan, Wang, Hongyan, Xiao, Jing, Zhang, Jiashu, Shen, Yunqi, Dong, Yong | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Soybean yield estimation in the Brazilian Midwest using Sentinel-2 imagery | de Carvalho Pereira, Ester, Pereira dos Santos, Geovani, Chaves, Michel E. D., Salgado, Gabriela Cristina, Poppiel, Raul Roberto, Kaster, Daniel S., Yuan, Wenping, Junqueira, Cynthia, Chinatto, Adilson, dos Santos Luciano, Ana Claudia | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity | |
| Simulation of Active and Passive Satellite Observations and Estimation of Vegetation Optical Depth Across Different Frequencies Based on a Theoretical Scattering Model in the Tibetan Grassland | Bai, Xiaojing, Zheng, Donghai, Liu, Xiangzhuo, He, Jie | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Representing dynamic grassland density in the land surface model ORCHIDEE r9010 | Xu, Siqing, Luyssaert, Sebastiaan, Balkanski, Yves, Ciais, Philippe, Viovy, Nicolas, Wan, Liang, Sciare, Jean | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| The dynamic response of vegetation water use efficiency to wildfire | Xi, Huipeng, Wang, Qunming, Atkinson, Peter M. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Spatio-temporal Analysis of Forest Degradation and Its Biomass Carbon Model in Sumatra | Zahira, Dhia Zalfa, Sakti, Anjar Dimara, Wikantika, Ketut | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity | |
| Weakening mountain vegetation aspect asymmetry due to altered energy conditions | Tian, Qing, Tian, Feng | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Tracking water dynamics of a temperate forest under drought and nondrought conditions using active and passive microwave and optical remote sensing | Hellwig, Florian M., Fluhrer, Anke, Dubois, Clemence, Schellenberg, Konstantin, Chaparro, David, Zehner, Markus, Klosterhalfen, Anne, Piles, Maria, Schmullius, Christiane, Kunstmann, Harald, Jagdhuber, Thomas | Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Snow Grain Size, Snow Cover, Surface Soil Moisture | |
| When Do Riverine Systems Feel the Burn? Simulating How Burn Extent and Severity Modulate Hydrologic Controls on Biogeochemical Export | Wampler, K. A., MyersPigg, A. N., Kang, H., Regier, P., Scheibe, T. D., Bladon, K. D. | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| Widespread biophysical cooling effects due to post-fire greening | Xi, Huipeng, Wang, Qunming, Xiao, Yuelong, Guo, Ru, Tong, Xiaohua, Atkinson, Peter M. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Albedo, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Burned Area, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| A Bayesian information theoretic approach to assessing stomatal conductance dynamics in a perennial agricultural crop | Ring, Noah L., Brunsell, Nathaniel A. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
Variables
The table below lists the variables contained within a single granule for this dataset. Variables often contain observed or derived geophysical measurements collected from a variety of sources, including remote sensing instruments on satellite and airborne platforms, field campaigns, in situ measurements, and model outputs. The terms variable, parameter, scientific data set, layer, and band have been used across NASA’s Earth science disciplines; however, variable is the designated nomenclature in NASA’s Common Metadata Repository (CMR). Variable metadata attributes such as Name, Description, Units, Data Type, Fill Value, Valid Range, and Scale Factor allow users to efficiently process and analyze the data. The full range of attributes may not be applicable to all variables. Additional information on variable attributes is typically available in the data, user guide, and/or other product documentation.
For questions on a specific variable, please use the Earthdata Forum.
| Name Sort descending | Description | Units | Data Type | Fill Value | Valid Range | Scale Factor | Offset |
|---|---|---|---|---|---|---|---|
| FparExtra_QC | Extra detail Quality for FPAR and LAI | Class Flag | uint8 | 255 | 0 to 254 | N/A | N/A |
| FparLai_QC | Quality for FPAR and LAI | Class Flag | uint8 | 255 | 0 to 254 | N/A | N/A |
| FparStdDev_500m | Standard deviation of FPAR | Percent | uint8 | 248 | 0 to 100 | 0.01 | N/A |
| Fpar_500m | Fraction of Photosynthetically Active Radiation | Percent | uint8 | 249 | 0 to 100 | 0.01 | N/A |
| LaiStdDev_500m | Standard deviation of LAI | m²/m² | uint8 | 248 | 0 to 100 | 0.1 | N/A |
| Lai_500m | Leaf Area Index | m²/m² | uint8 | 249 | 0 to 100 | 0.1 | N/A |