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 |
|---|---|---|---|
| Vegetation greening accelerates soil warming and drying in the southern | Li, Ning, Wang, Di | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Vegetation greening and driving factors in the Eurasian drylands under | Liu, Jinyue, Yue, Chao, Yi, Fan, Zhang, Pengyi, He, Junhao, Zhao, Jie | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Photosynthesis, Primary Production, Vegetation Productivity | |
| Urbanization pressures on climate adaptation capacity of forest habitats | Huang, Anqi, Xu, Xiyan, Jia, Gensuo | Land Surface Temperature, Emissivity, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Population Density | |
| Wildfire probability assessment and analysis based on multi-source data | Xu, Kun, Pan, Xin, Tansey, Kevin, Abdulla, Akram, Guluzade, Rufat, Yang, Zi, He, Min, Zhu, Congbao, Yang, Shile, Yang, Yingbao | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Detecting ecosystem water use efficiency responses to drought from long-term remote sensing data | Yu, Xingjiao, Yin, Qi, Zhao, Tiantian, Chen, Kainan, Qian, Long, Wang, Wene, Hu, Xiaotao, Zhang, Baozhong | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) | |
| A lightweight SIF-based crop yield estimation model: A case study of | Xue, Jinru, Huete, Alfredo, Liu, Zhunqiao, Gao, Sicong, Lu, Xiaoliang | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) | |
| Forest Carbon Modeling Improved Through Hierarchical Assimilation of | Zhou, Yu, Williams, Christopher A. | 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 | |
| From MODIS to Sentinel-2: A Regional Comparative Analysis of Crop-Yield | Adriko, Kennedy, Sedona, Rocco, Seguini, Lorenzo, Riedel, Morris, Cavallaro, Gabriele, Paris, Claudia | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity | |
| Future enhanced threshold effects of wildfire drivers could increase burned areas in northern mid-and high latitudes | Zhao, Hang, Zhang, Zhengxiang, Wang, Xin, Zhen, Shuo, Zhang, Hongyan, Bu, Zhao-Jun, Zhao, Jianjun, Guo, Xiaoyi, Wei, Kejiang, Dong, Long | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Future Water Yield Projections Under Climate Change Using Optimized and Downscaled Models via the MIDAS Approach | Fallahi, Mahdis, Nelson, Stacy, Caldwell, Peter, Roise, Joseph, Beyene, Solomon, Peterson, M. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Generating high accuracy multi-layer soil moisture at daily scale in the black soil region of China | Chen, Liwen, Wang, Yangguang, Ren, Jingquan, Song, Haiqing, Zhang, Guangxin, Sun, Jingxuan, Wang, Lijun, Mu, Jia, Liu, Cong, Wang, Meiyu | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Firestorm in California: The new reality for wildland-urban interface regions | Amiri, Afshin, Gumiere, Silvio, Bonakdari, Hossein | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Estimating vegetation indices and biophysical parameters for Central European temperate forests with Sentinel-1 SAR data and machine learning | Paluba, Daniel, Le Saux, Bertrand, Sarti, Francesco, Stych, Premysl | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology | |
| Evaluating Vegetation Greening and Browning across the Rio Grande Basin | Talchabhadel, Rocky, Rhodes, Edward C., Palmate, Santosh S., Kumar, Saurav | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | |
| Evaluation of the performance of multiple reanalysis forcing data in | Xie, Yuxuan, Kong, Dongdong, Zhang, Yongqiang, Zhong, Yulong, Ma, Ning, Gong, Rouyan, Ci, Hui, Xiao, Mingzhong, Gu, Xihui | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Albedo, Anisotropy, Land Use/Land Cover Classification | |
| Enhancing the Stability of Hydrological Modelling through Multivariable Calibration Schemes Using the Satellite-Based Soil Moisture and Evapotranspiration | Kumar, Shashi Bhushan, Mishra, Ashok | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Enhanced Carbon Flux Forecasting via STL Decomposition and Hybrid ARIMA-ES-LSTM Model in Amazon Forest | Dias, Jean A. C., Guimaraes, Pedro H. Do V., Pereira, Williane G. S., Tamasauskas, Leonardo De O., Gomes, Marivan S., Correa, Alan B. S., Figueiredo, Karla, Costa, Gilson, Costa, Gabriel Brito, Costa, Fernando A. R., Seruffo, Marcos C. Da R. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, 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 | |
| Enhanced Climate Mitigation Feedbacks by Wetland Vegetation in Semi-Arid | Liu, Tingxiang, Yu, Lingxue, Yan, Zhuoran, Li, Xuan, Bu, Kun, Yang, Jiuchun | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Land Surface Temperature, Emissivity | |
| Estimating GPP in China using different site-level datasets, vegetation classification and vegetation indices | Xu, Jiahui, Chen, Tiexi, Chen, Xin, Zhou, Shengjie, Gu, Zhe, Li, Wenhui, Cui, Yingying, Wang, Shengzhen, Liu, Shuci | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Albedo, Anisotropy, Land Use/Land Cover Classification | |
| Estimation of irrigation water use in arid areas by leveraging the | Liu, Zhiying, Shi, Liangsheng, He, Leilei, Shen, Jiawen, Xu, Haolin, Zhang, Shengwei, Liu, Tingxi, Hu, Xiaolong, Xu, Hongwei, Zha, Yuanyuan | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Global vegetation production may decrease in this century due to rising atmospheric dryness | Lin, Shangrong, Chen, Xiuzhi, Xia, Jiangzhou, Xin, Qinchuan, Fu, Zheng, He, Bin, Liu, Qinhuo, Piao, Shilong, Yuan, Wenping | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Greening of the Thar Desert driven by climate change and human interventions | Mishra, Vimal, Solanki, Hiren, Nemani, Ramakrishna | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Analysis of Net Primary Productivity Trends in India by Incorporating the Direct Effect of CO2 Fertilization in MODIS Data | Das, Ripan, Karmakar, Subhankar, Ghosh, Subimal | Land Use/Land Cover Classification, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Photosynthesis, Primary Production, Vegetation Productivity, 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, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, 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 | |
| A novel calibration of global soil roughness effects for SMOS-IC soil | Konkathi, Preethi, Li, Xiaojun, Fernandez-Moran, Roberto, Liu, Xiangzhuo, Xing, Zanpin, Frappart, F., Piles, Maria, Karthikeyan, L., Wigneron, Jean-Pierre | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Advancing forest fire prediction: A multi-layer stacking ensemble model approach | Shahzad, Fahad, Mehmood, Kaleem, Anees, Shoaib Ahmad, Adnan, Muhammad, Muhammad, Sultan, Haidar, Ijlal, Ali, Jamshid, Hussain, Khadim, Feng, Zhongke, Khan, Waseem Razzaq | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification |