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 |
|---|---|---|---|
| Hybrid hydrological modeling for large alpine basins: a semi-distributed approach | Li, Bu, Sun, Ting, Tian, Fuqiang, Tudaji, Mahmut, Qin, Li, Ni, Guangheng | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation | |
| Impact of greening trends on biogenic volatile organic compound emissions in China from 1985 to 2022: Contributions of afforestation projects | Gai, Yichao, Sun, Lei, Fu, Siyuan, Zhu, Chuanyong, Zhu, Changtong, Li, Renqiang, Liu, Zhenguo, Wang, Baolin, Wang, Chen, Yang, Na, Li, Juan, Xu, Chongqing, Yan, Guihuan | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Improved Streamflow Simulations in Hydrologically Diverse Basins using Physically Informed Deep Learning Models | Magotra, Bhanu, Saharia, Manabendra, Dhanya, C. T. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Improving forest carbon sequestration through thinning strategies under soil conservation constraints: A case study in Shaanxi Province, China | Liu, Le, Chen, Yunming, Peng, Shouzhang, Han, Qinggong | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux | |
| Improving global gross primary productivity estimation using two-leaf | Li, Zhilong, Jiao, Ziti, Gao, Ge, Guo, Jing, Wang, Chenxia, Chen, Sizhe, Tan, Zheyou, Zhao, Wenyu | Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, 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), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Improved Representation of Vegetation Soil Moisture Coupling Enhances | Hassani, Farhad, Zhang, Yu, Kumar, Sujay V. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| High resolution (1-km) surface soil moisture generation from SMAP SSM by | Fu, Xiaolei, Zhang, Yuchen, Guo, Luofujie, Lu, Haishen, Ding, Yongjian, Meng, Xianhong, Qin, Yu, Wang, Yueyang, Xi, Bin, Xu, Shiqin, Xu, Pengcheng, Zhang, Gengxi, Jiang, Xiaolei | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| High Resolution (30 m) Burned Area Product Improves the Ability for | Qi, Baoye, Zhang, Zhaoming, Long, Tengfei, He, Guojin, Wang, Guizhou, Peng, Yan, Xu, Zekun | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| GPP Estimation of a Grassland Ecosystem Based on Photosynthesis-Hydrology Coordination Optimization | Fu, Lijiang, Tan, Jinglu, Jiang, Yongnian, Allakhverdiev, Suleyman I., Xu, Zhenyu, Guo, Ya | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Integrated Effects of Site Hydrology and Vegetation on Exchange Fluxes | Li, Bing, Li, Zhi, Zheng, Jianqiu, Jiang, Peishi, Holmquist, James, Regier, Peter J., Hammond, Glenn E., Ward, Nicholas D., MyersPigg, Allison, Rich, Roy, Huang, Wei, OMeara, Theresa A., Pennington, Stephanie C., Megonigal, Patrick, Bailey, Vanessa L., Chen, Xingyuan | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Model Diagnostic Analysis in a Cold Basin Influenced by Frozen Soils | Nan, Yi, Tian, Fuqiang, Li, Zongxing | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| L-band microwave-retrieved fuel temperature predicts | Lee, Ju Hyoung, Veraverbeke, Sander, Rogers, Brendan, Kerr, Yann H. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Long-term drought effects on landscape water storage and recovery under contrasting landuses | Luo, Shuxin, Tetzlaff, Doerthe, Smith, Aaron, Soulsby, Chris | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Evapotranspiration, Latent Heat Flux | |
| Long-Term Landslide Evolution and Restoration After the Wenchuan | Wang, Xin, Fan, Xuanmei, Fang, Chengyong, Dai, Lanxin, Zhang, Wei, Zheng, Hongrui, Xu, Qiang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) | |
| Leveraging browse and grazing forage estimates to optimize index-based livestock insurance | Kahiu, Njoki, Anchang, J., Alulu, V., Fava, F. P., Jensen, N., Hanan, N. P. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Biomass, Deserts, Shrubland/Scrub, Carbon, Canopy Characteristics, Leaf Area Index (LAI) | |
| Irrigation-driven groundwater depletion in the Ganges-Brahmaputra basin decreases the streamflow in the Bay of Bengal | Maina, Fadji Z., Getirana, Augusto, Kumar, Sujay V., Saharia, Manabendra, Biswas, Nishan Kumar, McLarty, Sasha, Appana, Ravi | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Snow Cover, Snow Cover, Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Isotope data-constrained hydrological model improves soil moisture simulation and runoff source apportionment | Nan, Yi, Tian, Fuqiang | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Mapping critical soil moisture thresholds of water stress for global | Shi, Lingfeng, Zhou, Yanlian, He, Wei, Dong, Zhoutong, Jiang, Zhuoyou, Wang, Yuyan, Liu, Yibo, Ju, Weimin, Duan, Zheng | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Land Use/Land Cover Classification | |
| Nonstationarity in the global terrestrial water cycle and its interlinkages in the Anthropocene | Nie, Wanshu, Kumar, Sujay V., Getirana, Augusto, Zhao, Long, Wrzesien, Melissa L., Konapala, Goutam, Ahmad, Shahryar Khalique, Locke, Kim A., Holmes, Thomas R., Loomis, Bryant D., Rodell, Matthew | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Perspectives on modifiable spatiotemporal unit problems in remote sensing of agriculture: evaluating rice production in Vietnam and tools for analysis | Peter, Brad G., Messina, Joseph P., Breeze, Victoria, Fung, Cadi Y., Kapoor, Abhinav, Fan, Peilei | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity | |
| Quantifying the Impacts of Fire-Related Perturbations in WRF-Hydro | AbolafiaRosenzweig, Ronnie, Gochis, David, Schwarz, Andrew, Painter, Thomas H., Deems, Jeffery, Dugger, Aubrey, Casali, Matthew, He, Cenlin | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Quantifying the precipitation supply of China's drylands through | Wei, Fangli, Wang, Shuai, Fu, Bojie, Li, Yan, Huang, Yuanyuan, Zhang, Wenmin, Fensholt, Rasmus | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification | |
| Numerical Weather Forecast and Multi-Meteorological Data Fusion Based on Artificial Intelligence | Yang, Yuanjian, Wang, Shuai, Zheng, Wenjian, Zhou, Shaohui, Duan, Zexia, Wang, Mengya | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity | |
| On the importance of plant phenology in the evaporative process of a semi-arid woodland: could it be why satellite-based evaporation estimates in the ... | Zimba, Henry M., Coenders-Gerrits, Miriam, Banda, Kawawa E., Hulsman, Petra, van de Giesen, Nick, Nyambe, Imasiku A., Savenije, Hubert H. G. | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| Prescribed fire placement matters more than increasing frequency and extent in a simulated Pacific Northwest landscape | Deak, Alison L., Lucash, Melissa S., Coughlan, Michael R., Weiss, Shelby, Silva, Lucas C. R. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Carbon, Carbon, Terrain Elevation |