N: 90 S: -90 E: 180 W: -180
Description
The MOD15A2H Version 6 data product was decommissioned on July 31, 2023. Users are encouraged to use the MOD15A2H Version 6.1 data product.
The MOD15A2H Version 6 Moderate Resolution Imaging Spectroradiometer (MODIS) combined Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation (FPAR) product is an 8-day composite dataset with 500 meter (m) pixel size. The algorithm chooses the “best” pixel available from all the acquisitions of the Terra sensor from within the 8-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 nanometers (nm), absorbed by the green elements of a vegetation canopy.
Science Datasets (SDSs) in the Level 4 (L4) MOD15A2H product include LAI, FPAR, two quality layers, and standard deviation for LAI and FPAR. Two low resolution browse images, LAI and FPAR, are also available for each MOD15A2H granule.
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.
Copy Citation
Gorelick, N., Hancher, M., Dixon, M., Ilyushchenko, S., Thau, D., & Moore, R. (2017). Google Earth Engine: Planetary-scale geospatial analysis for everyone. Remote Sensing of Environment. MODIS Version 6 Leaf Area Index/FPAR 4-day L5 Global 500m Myneni, R., Y. Knyazikhin, T. Park. MOD15A2H MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006. 2015, distributed by NASA EOSDIS Land Processes DAAC, https://doi.org/10.5067/MODIS/MOD15A2H.006 Landsat 5/7/8 Collection 1 Surface Reflectance
Landsat Level-2 Surface Reflectance Science Product courtesy of the U.S. Geological Survey.
Masek, J.G., Vermote, E.F., Saleous N.E., Wolfe, R., Hall, F.G., Huemmrich, K.F., Gao, F., Kutler, J., and Lim, T-K. (2006). A Landsat surface reflectance dataset for North America, 1990–2000. IEEE Geoscience and Remote Sensing Letters 3(1):68-72. http://dx.doi.org/10.1109/LGRS.2005.857030.
Vermote, E., Justice, C., Claverie, M., & Franch, B. (2016). Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product. Remote Sensing of Environment. http://dx.doi.org/10.1016/j.rse.2016.04.008. National Land Cover Dataset (NLCD)
Yang, Limin, Jin, Suming, Danielson, Patrick, Homer, Collin G., Gass, L., Bender, S.M., Case, Adam, Costello, C., Dewitz, Jon A., Fry, Joyce A., Funk, M., Granneman, Brian J., Liknes, G.C., Rigge, Matthew B., Xian, George, A new generation of the United States National Land Cover Database—Requirements, research priorities, design, and implementation strategies: ISPRS Journal of Photogrammetry and Remote Sensing, v. 146, p. 108–123, at https://doi.org/10.1016/j.isprsjprs.2018.09.006 Resource Software Recommended: Microsoft Excel,url: https://www.microsoft.com/en-us/microsoft-365/excel
Resource Title: LAI_training_samples_CONUS.
File Name: LAI_train_samples_CONUS_v0.1.1.csv
Resource Description: This CSV file consists of the training samples for estimating Leaf Area Index based on Landsat surface reflectance images (Collection 1 Tire 1). Each sample has a MODIS LAI value and corresponding surface reflectance derived from Landsat pixels within the MODIS pixel. Contact: Yanghui Kang (kangyanghui@gmail.com)
Column description
UID: Unique identifier. Format: LATITUDE_LONGITUDE_SENSOR_PATHROW_DATE
Landsat_ID: Landsat image ID
Date: Landsat image date in "YYYYMMDD"
Latitude: Latitude (WGS84) of the MODIS LAI pixel center
Longitude: Longitude (WGS84) of the MODIS LAI pixel center
MODIS_LAI: MODIS LAI value in "m2/m2"
MODIS_LAI_std: MODIS LAI standard deviation in "m2/m2"
MODIS_LAI_sat: 0 - MODIS Main (RT) method used no saturation; 1 - MODIS Main (RT) method with saturation
NLCD_class: Majority class code from the National Land Cover Dataset (NLCD)
NLCD_frequency: Percentage of the area cover by the majority class from NLCD
Biome: Biome type code mapped from NLCD (see below for more information)
Blue: Landsat surface reflectance in the blue band
Green: Landsat surface reflectance in the green band
Red: Landsat surface reflectance in the red band
Nir: Landsat surface reflectance in the near infrared band
Swir1: Landsat surface reflectance in the shortwave infrared 1 band
Swir2: Landsat surface reflectance in the shortwave infrared 2 band
Sun_zenith: Solar zenith angle from the Landsat image metadata. This is a scene-level value.
Sun_azimuth: Solar azimuth angle from the Landsat image metadata. This is a scene-level value.
NDVI: Normalized Difference Vegetation Index computed from Landsat surface reflectance
EVI: Enhanced Vegetation Index computed from Landsat surface reflectance
NDWI: Normalized Difference Water Index computed from Landsat surface reflectance
GCI: Green Chlorophyll Index = Nir/Green - 1
1 - Deciduous Forest
2 - Evergreen Forest
3 - Mixed Forest
4 - Shrubland
5 - Grassland/Pasture
6 - Cropland
7 - Woody Wetland
8 - Herbaceous Wetland
Reference Dataset:
All data was accessed through Google Earth Engine
Gorelick, N., Hancher, M., Dixon, M., Ilyushchenko, S., Thau, D., & Moore, R. (2017). Google Earth Engine: Planetary-scale geospatial analysis for everyone. Remote Sensing of Environment.
MODIS Version 6 Leaf Area Index/FPAR 4-day L5 Global 500m Myneni, R., Y. Knyazikhin, T. Park. MOD15A2H MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006. 2015, distributed by NASA EOSDIS Land Processes DAAC, https://doi.org/10.5067/MODIS/MOD15A2H.006
Landsat 5/7/8 Collection 1 Surface Reflectance
Landsat Level-2 Surface Reflectance Science Product courtesy of the U.S. Geological Survey.
Masek, J.G., Vermote, E.F., Saleous N.E., Wolfe, R., Hall, F.G., Huemmrich, K.F., Gao, F., Kutler, J., and Lim, T-K. (2006). A Landsat surface reflectance dataset for North America, 1990–2000. IEEE Geoscience and Remote Sensing Letters 3(1):68-72. http://dx.doi.org/10.1109/LGRS.2005.857030.
Vermote, E., Justice, C., Claverie, M., & Franch, B. (2016). Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product. Remote Sensing of Environment. http://dx.doi.org/10.1016/j.rse.2016.04.008.
National Land Cover Dataset (NLCD)
Yang, Limin, Jin, Suming, Danielson, Patrick, Homer, Collin G., Gass, L., Bender, S.M., Case, Adam, Costello, C., Dewitz, Jon A., Fry, Joyce A., Funk, M., Granneman, Brian J., Liknes, G.C., Rigge, Matthew B., Xian, George, A new generation of the United States National Land Cover Database—Requirements, research priorities, design, and implementation strategies: ISPRS Journal of Photogrammetry and Remote Sensing, v. 146, p. 108–123, at https://doi.org/10.1016/j.isprsjprs.2018.09.006
Resource Software Recommended: Microsoft Excel,url: https://www.microsoft.com/en-us/microsoft-365/excel}, publisher={ICPSR - Interuniversity Consortium for Political and Social Research}, author={US Department of Agriculture and National Agricultural Library}, year={2026}, language={en} }
File Naming Convention
The file name begins with the Product Short Name (MOD15A2H) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2002273), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h20v06), the Version of the data collection (006), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2015151112325), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
DATA PRODUCT SPECIFICATION
PRODUCT QUALITY ASSESSMENT
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Predicting monthly near-surface soil temperature from air temperature and the leaf area index | Amato, Matthew T., Gimenez, Daniel | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Normalized Difference Vegetation Index (NDVI) | |
| Modeling present and future flows in a tailings pile at the former Le | LHermite, Pierre, Jost, Anne, Plagnes, Valerie, Wang, Yifan, Blanc-Potard, Isabelle, Regnier, Damien, Descostes, Michael | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Modelling vegetation dynamics for future climates in Australian catchments: Comparison of a conceptual eco-hydrological modelling approach with a deep learning alternative | Zou, Hui, Marshall, Lucy, Sharma, Ashish, Jian, Jie, Stephens, Clare, Higgins, Philippa | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Modelling Soil <SUP>13</SUP>C across the Tibetan Plateau Using | Zhou, T., College of Earth Science, Chengdu University of Technology, Chengdu 610059, China, Lai, Y. S., Yang, Z. H., Shi, Y. H., Luo, X. R., Liu, L., Yu, P., Chen, G., Cao, L. X., Fan, S. H., Cai, C. J., Sun, J., Chen, S. H., Lu, H. Y., Ma, X. L., Li, S. D., Tang, X. L. | 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, Land Surface Temperature, Emissivity, Land Use/Land Cover Classification | |
| MODIS fPAR products do not reflect in-situ conditions in a tropical dry forest based on wavelet and cross-wavelet transforms | Sanchez-Azofeifa, Arturo, Sharp, Iain, Stan, Kayla | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Multiscale assessment of North American terrestrial carbon balance | Foster, Kelsey T., Sun, Wu, Shiga, Yoichi P., Mao, Jiafu, Michalak, Anna M. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Atmospheric Carbon Dioxide, Nitrogen Compounds, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Agricultural Lands, Land Use/Land Cover Classification, Soil Chemistry, Soil Classification | |
| Predicting China's Maize Yield Using Multi-Source Datasets and Machine Learning Algorithms | Miao, Lijuan, Zou, Yangfeng, Cui, Xuefeng, Kattel, Giri Raj, Shang, Yi, Zhu, Jingwen | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Carbon, Cation Exchange Capacity, Organic Matter | |
| Potential reduction in carbon fixation capacity under climate change in a Pinus koraiensis forest | Woo, Dong Kook | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| PhySoilNet: A deep learning downscaling model for microwave satellite | Xu, Zhenheng, Sun, Hao, Gao, JinHua, Wang, Yunjia, Wu, Dan, Zhang, Tian, Xu, Huanyu | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Albedo, Anisotropy | |
| Spatiotemporally consistent global dataset of the GIMMS leaf area index | Cao, Sen, Li, Muyi, Zhu, Zaichun, Wang, Zhe, Zha, Junjun, Zhao, Weiqing, Duanmu, Zeyu, Chen, Jiana, Zheng, Yaoyao, Chen, Yue, Myneni, Ranga B., Piao, Shilong | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Canopy Characteristics | |
| Sustainable poverty reduction models for the coordinated development of the social economy and environment in China | Ge, Yong, Hu, Shan, Song, Yongze, Zheng, Hua, Liu, Yansui, Ye, Xinyue, Ma, Ting, Liu, Mengxiao, Zhou, Chenghu | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), 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) | |
| Spatiotemporal variability and controlling factors of ecosystem water use efficiency in India | Bejagam, Vijaykumar, Singh, Akriti, Sharma, Ashutosh | Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Atmospheric Carbon Dioxide, Absorption, Radiative Forcing, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Soilvegetation moisture capacitor maintains dry season vegetation productivity over India | Sebastian, Dawn E., Murtugudde, Raghu, Ghosh, Subimal | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Albedo, Anisotropy | |
| Spatial Pattern of Plant Transpiration Over China Constrained by | Cui, Jiangpeng, He, Mingzhu, Lian, Xu, Wei, Zhongwang, Wang, Tao | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Soil Moisture Estimation by Assimilating InSitu and SMAP Surface Soil Moisture Using Unscented Weighted Ensemble Kalman Filter | Fu, Xiaolei, Zhang, Yuchen, Zhong, Qi, Lu, Haishen, Ding, Yongjian, Li, Zhaoguo, Yu, Zhongbo, Jiang, Xiaolei | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture | |
| Sensor-independent LAI/FPAR CDR: reconstructing a global sensor-independent climate data record of MODIS and VIIRS LAI/FPAR from 2000 to 2022 | Pu, Jiabin, Yan, Kai, Roy, Samapriya, Zhu, Zaichun, Rautiainen, Miina, Knyazikhin, Yuri, Myneni, Ranga B. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Simulated methane emissions from Arctic ponds are highly sensitive to | Rehder, Zoe, Kleinen, Thomas, Kutzbach, Lars, Stepanenko, Victor, Langer, Moritz, Brovkin, Victor | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Seasonal soil moisture and crop yield prediction with fifth-generation seasonal forecasting system (SEAS5) long-range meteorological forecasts in a land ... | Boas, Theresa, Bogena, Heye Reemt, Ryu, Dongryeol, Vereecken, Harry, Western, Andrew, Hendricks Franssen, Harrie-Jan | Evapotranspiration, Latent Heat Flux, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Use/Land Cover Classification, Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content | |
| Responses of ecosystem water use efficiency to drought in the | Luo, Xuan, Wang, Yinfei, Li, Yungang | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Res-CN (Reservoir dataset in China): hydrometeorological time series and landscape attributes across 3254 Chinese reservoirs | Shen, Youjiang, Nielsen, Karina, Revel, Menaka, Liu, Dedi, Yamazaki, Dai | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Unraveling phenological responses to extreme drought and implications for water and carbon budgets | Corak, Nicholas K., Otkin, Jason A., Ford, Trent W., Lowman, Lauren E. L. | Land Use/Land Cover Classification, Soil Moisture/Water Content, Root Zone Soil Moisture, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff | |
| Upscaling Wetland Methane Emissions From the FLUXNETCH4 Eddy Covariance Network (UpCH4 v1. 0): Model Development, Network Assessment, and Budget ... | McNicol, Gavin, FluetChouinard, Etienne, Ouyang, Zutao, Knox, Sara, Zhang, Zhen, Aalto, Tuula, Bansal, Sheel, Chang, KuangYu, Chen, Min, Delwiche, Kyle, Feron, Sarah, Goeckede, Mathias, Liu, Jinxun, Malhotra, Avni, Melton, Joe R., Riley, William, Vargas, Rodrigo, Yuan, Kunxiaojia, Ying, Qing, Zhu, Qing, Alekseychik, Pavel, Aurela, Mika, Billesbach, David P., Campbell, David I., Chen, Jiquan, Chu, Housen, Desai, Ankur R., Euskirchen, Eugenie, Goodrich, Jordan, Griffis, Timothy, Helbig, Manuel, Hirano, Takashi, Iwata, Hiroki, Jurasinski, Gerald, King, John, Koebsch, Franziska, Kolka, Randall, Krauss, Ken, Lohila, Annalea, Mammarella, Ivan, Nilson, Mats, Noormets, Asko, Oechel, Walter, Peichl, Matthias, Sachs, Torsten, Sakabe, Ayaka, Schulze, Christopher, Sonnentag, Oliver, Sullivan, Ryan C., Tuittila, EevaStiina, Ueyama, Masahito, Vesala, Timo, Ward, Eric, Wille, Christian, Wong, Guan Xhuan, Zona, Donatella, WindhamMyers, Lisamarie, Poulter, Benjamin, Jackson, Robert B. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Land Surface Temperature, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation, Albedo, Snow Cover, Methane, Surface Water Processes/Measurements, Wetlands | |
| Water Stress Dominates 21stCentury Tropical Land Carbon Uptake | Levine, Paul A., Bloom, A. Anthony, Bowman, Kevin W., Reager, John T., Worden, John R., Liu, Junjie, Parazoo, Nicholas C., Meyer, Victoria, Konings, Alexandra G., Longo, Marcos | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds | |
| Vegetation structural shift tells environmental changes on the Tibetan Plateau over 40 years | Wang, Yanfen, Xue, Kai, Hu, Ronghai, Ding, Boyang, Zeng, Hong, Li, Ruijin, Xu, Bin, Pang, Zhe, Song, Xiaoning, Li, Congjia, Du, Jianqing, Yang, Xiuchun, Zhang, Zelin, Hao, Yanbin, Cui, Xiaoyong, Guo, Ke, Gao, Qingzhu, Zhang, Yangjian, Zhu, Juntao, Sun, Jian, Li, Yaoming, Jiang, Lili, Zhou, Huakun, Luo, Caiyun, Zhang, Zhenhua, Gao, Qingbo, Chen, Shilong, Ji, Baoming, Xu, Xingliang, Chen, Huai, Li, Qi, Zhao, Liang, Xu, Shixiao, Liu, Yali, Hu, Linyong, Wu, Jianshuang, Yang, Qien, Dong, Shikui, He, Jinsheng, Zhao, Xinquan, Wang, Shiping, Piao, Shilong, Yu, Guirui, Fu, Bojie | Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Those Nematode-Trapping Fungi That are not Everywhere: Hints Towards Soil Microbial Biogeography | Deng, Wei, Zhang, Fa, Fornacca, Davide, Yang, Xiao-Yan, Xiao, Wen | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation |