N: 90 S: -90 E: 180 W: -180
Description
The MOD13A2 Version 6 data product was decommissioned on July 31, 2023. Users are encouraged to use the MOD13A2 Version 6.1 data product.
The MOD13A2 Version 6 product provides Vegetation Index (VI) values at a per pixel basis at 1 kilometer (km) spatial resolution. There are two primary vegetation layers. The first is the Normalized Difference Vegetation Index (NDVI), which is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), which has improved sensitivity over high biomass regions. The algorithm for this product chooses the best available pixel value from all the acquisitions from the 16 day period. The criteria used is low clouds, low view angle and the highest NDVI/EVI value.
Provided along with the vegetation layers and the two quality assurance (QA) layers are reflectance bands 1 (red), 2 (near-infrared), 3 (blue), and 7 (mid-infrared), as well as four observation layers.
Known Issues
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The following issues have been detected:
- Unexpected missing data in the last cycles of each year.
- Incorrect instances of "NoData" and spikes in NDVI values.
- VI Usefulness Bits are not correctly assigned.
- For instances where the VI Quality (bits 0-1) is flagged as good and the VI Usefulness (bits 2-5) indicates the same pixels have the lowest usefulness score, users are advised to disregard the usefulness score.
- The incorrect representation of the aerosol quantities (low, average, high) in the Collection 6 MOD09 surface reflectance products may have impacted MOD13 Vegetation Index data products particularly over arid bright surfaces.
- Corrections were implemented in Collection 6.1 reprocessing.
- 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 (MOD13A2) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2002257), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h09v09), the Version of the data collection (006), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2015151080839), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
PRODUCT QUALITY ASSESSMENT
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Machine learning downscaling of GRACE/GRACE-FO data to capture spatial-temporal drought effects on groundwater storage at a local scale under data-scarcity | Shilengwe, Christopher, Banda, Kawawa, Nyambe, Imasiku | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Marathwada agro-climatic drought detection by utilization of temperature and vegetation index records | Huchhe, Mahesh, Bandela, Narsingrao | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Machine learning-based global air quality index development using remote sensing and ground-based stations | Anggraini, Tania Septi, Irie, Hitoshi, Sakti, Anjar Dimara, Wikantika, Ketut | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| 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 | |
| Impact of Drought Duration and Severity on Drought Recovery Period for | Khan, Hayat Ullah, Waseem, Muhammad, Iqbal, Mudassar, Haq, Faraz Ul, Arshed, Abu Bakar, Laraib, Muhammad, Sultan, Umar | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Impact of the 2015 El Nino event on Borneo: Detection of drought damage using solar-induced chlorophyll fluorescence | MURAKAMI, Kazutaka, SAITO, Makoto, Hibiki M. NODA, OSHIO, Haruki, YOSHIDA, Yukio, ICHII, Kazuhito, MATSUNAGA, Tsuneo | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| Impact of revegetation and agricultural intensification on water storage variation in the Yellow River Basin | Wang, Zijing, Xu, Mengzhen, Penny, Gopal, Hu, Hongchang, Zhang, Xiangping, Tian, Shimin | 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), Vegetation Cover, Cropland, Land Use/Land Cover Classification | |
| Estimation of global ground-level PM10 concentrations using a stacking model | Xu, Xiankang, Chen, Min, Shen, Jingwei | Aerosols, Carbonaceous Aerosols, Dust/Ash/Smoke, Sulfur Dioxide, Sulfur Oxides, Sulfate, Sulfate Particles, Sulfur Oxides, Particulate Matter, Emissions, UV Aerosol Index, Gas/Aerosol Composition, Aerosol Extinction, Deposition, Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Environmental benefits of ozonated water for sustainable grapevine disease control: A life cycle and carbon sequestration analysis | Lago-Olveira, Sara, Cancela, Javier J., Tubio, Miguel, Moreira, Helena Feijoo, Moreira, Maria Teresa, Gonzalez-Garcia, Sara | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Evaluating the Spatiotemporal Variation of Agricultural Droughts in Bangladesh Using MODIS-based Vegetation Indices | Mamun, Md Abdullah Al, Alauddin, Mohammed, Meraj, Gowhar, Almazroui, Mansour, Ehsan, Muhammad Azhar | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Evaluating the suitability of ecological restoration techniques in | Li, Guowei, Li, Yajun, Ma, Fukang, Zhang, Jun, Wang, Mengyu, Zhao, Wenxin, Huang, Yunfei, Meng, Xingmin, Yue, Dongxia | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Evaluation and Prediction of Ecological Benefits in Song-Liao River Basin | Cao, Jiaxi, Liang, Meng, Hu, Xiaodan, Zhang, Jian, Li, Jiao, Bai, Bin, Chen, Ye, Hu, Yue, Wu, Shuhong | Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Evaluation of Ecological Sensitivity and Spatial Correlation Analysis of | Liu, Tianshu, Peng, Xiangbin, Li, Junjie | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Enhancing ecosystem productivity and stability with increasing canopy structural complexity in global forests | Liu, Xiaoqiang, Feng, Yuhao, Hu, Tianyu, Luo, Yue, Zhao, Xiaoxia, Wu, Jin, Maeda, Eduardo E., Ju, Weiming, Liu, Lingli, Guo, Qinghua, Su, Yanjun | Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Enhancing rice yield prediction: a deep fusion model integrating ResNet50-LSTM with multi source data | Aslam, Aqsa, Farhan, Saima | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Diurnal Soil Freeze-Thaw Cycles and the Factors Determining Their | Li, Ning, Cuo, Lan, Zhang, Yongxin, Flerchinger, Gerald N. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | |
| Identification of Priority Supply Areas for Carbon Sinks Based on Ecosystem Service Flow: A Case Study for the Hexi Region in Northwestern China | Zhu, Meng, Su, Yingqing, Feng, Qi, Liu, Wei, Xue, Yuanyuan, Wang, Lingge, Chen, Zexia, Zhang, Jutao | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Exploring spatial machine learning techniques for improving land surface temperature prediction | Arunab, K.S., Mathew, Aneesh | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness | |
| Evaluation of non-stationary spatial relationship between | Roy, S., Rao, C.M., Abioui, M. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Global Wind Erosion Reduction Driven by Changing Climate and Land Use | Sun, Ranhao, He, Hongbin, Jing, Yongcai, Leng, Song, Yang, Guocheng, Lu, Yihe, Borrelli, Pasquale, Chen, Liding, Fu, Bojie | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Index | |
| 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) | |
| House Price Index as an early indicator of development risk to biodiversity | Acosta Alamo, Marlen, Manne, Lisa L, Veit, Richard R | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Modeling canopy water content in the assessment for rainfall induced surface and groundwater nitrate contamination: The Bilate cropland sub watershed | Assa, Bereket Geberselassie, Bhowmick, Anirudh, Cholo, Bisrat Elias | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| 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 | |
| Overcoming data gaps using integrated models to estimate migratory | Farr, Matthew T., Zylstra, Erin R., Ries, Leslie, Zipkin, Elise F. | Population Density, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Physical, social, and biological attributes for improved understanding and prediction of wildfires: FPA FOD-Attributes dataset | Pourmohamad, Yavar, Abatzoglou, John T., Belval, Erin J., Fleishman, Erica, Short, Karen, Reeves, Matthew C., Nauslar, Nicholas, Higuera, Philip E., Henderson, Eric, Ball, Sawyer, AghaKouchak, Amir, Prestemon, Jeffrey P., Olszewski, Julia, Sadegh, Mojtaba | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| A protective role of urban greenspace on the association between night-time heat and suicide in Seoul, South Korea | Park, Jinah, Moon, Jeongmin, Kwon, Dohoon, Ji, John S, Kim, Ho, Kim, Yoonhee | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| A multiscale examination of heat health risk inequality and its drivers in mega-urban agglomeration: A case study in the Yangtze River Delta, China | Wu, Hanyi, Zhao, Chuanwu, Zhu, Yu, Pan, Yaozhong | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Assessing heat vulnerability in Philadelphia using geographically weighted principal component analysis (GWPCA): A geospatial big data-driven approach | Foroutan, Ehsan, Hu, Tao, Zhang, Fan, Yu, Hongbo | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Carbon Farming practices assessment: Modelling spatial changes of Soil Organic Carbon in Flanders, Belgium | Spotorno, Stefano, Gobin, Anne, Vanongeval, Fien, Del Borghi, Adriana, Gallo, Michela | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Characterizing Satellite Soil Moisture Drydown: A Bivariate Filtering | Sinha, Jhilam, Sharma, Ashish, Marshall, Lucy, Kim, Seokhyeon | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Climate change, the Arab spring, and COVID-19-Impacts on landcover | Kempf, Michael | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Coherency and time lag analyses between MODIS vegetation indices and climate across forests and grasslands in the European temperate zone | Kulesza, Kinga, Hoscio, Agata | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Automated generation of consistent annual maximum NDVI on coal bases with a new algorithm | Li, Jun, Qin, Tingting, Zhang, Chengye, Zhang, Yicong, Zhang, Yaping, Shi, Haitao, Yang, Yihao | Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index | |
| Assessing the performance of GNSS-R observations in drought monitoring: | Liu, Ying, Min, Rong, Du, Hao, Guo, Wenfei | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Bottom-up rather than top-down mechanisms determine mesocarnivore | CanoMartinez, Rocio, Thorsen, Neri Horntvedt, Hofmeester, Tim R., Odden, John, Linnell, John, Devineau, Olivier, Angoh, Siow Yan Jennifer, Odden, Morten | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Contrasting morphometric responses to increasing urbanisation in congeneric sparrow species | Naidoo, Sage K., Chamberlain, Dan, Reynolds, Chevonne | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Critical Evaluation of the Spatiotemporal Behavior of UHI, through Correlation Analyses based on Multi-City Heterogeneous Dataset | Singh, Manan, Sharston, Ryan, Murtha, Timothy | Population Density, Albedo, Anisotropy, Population, Urban Areas, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Deep learning bias correction of GEMS tropospheric NO2: A comparative validation of NO2 from GEMS and TROPOMI using Pandora observations | Ghahremanloo, Masoud, Choi, Yunsoo, Singh, Deveshwar | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Decline in Coupling Between Vegetation Photosynthesis and Greening in Northern Ecosystems During the PhotosynthesisUp Period | Liu, Duqi, Xu, Zhen | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Diagnosing ozoneNOVOCaerosol sensitivity and uncovering causes of urbannonurban discrepancies in Shandong, China, using transformer-based ... | Tao, Chenliang, Peng, Yanbo, Zhang, Qingzhu, Zhang, Yuqiang, Gong, Bing, Wang, Qiao, Wang, Wenxing | Aerosol Optical Depth/Thickness, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Atmospheric Nitric Acid, Nitric Oxide, Nitrogen Dioxide, Nitrogen Oxides, Nitrous Oxide | |
| Risk factors for tick attachment in companion animals in Great Britain: a spatiotemporal analysis covering 20142021 | Arsevska, Elena, Hengl, Tomislav, Singleton, David A., Noble, Peter-John M., Caminade, Cyril, Eneanya, Obiora A., Jones, Philip H., Medlock, Jolyon M., Hansford, Kayleigh M., Bonannella, Carmelo, Radford, Alan D. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Responses of vegetation cover to hydro-climatic variations in Bosten Lake Watershed, NW China | Ge, Xiangyu, Ding, Jianli, Amantai, Nigenare, Xiong, Ju, Wang, Jingzhe | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Topography Controls Variability in Circumpolar Permafrost Thaw Pond | Abolt, C. J., Atchley, A. L., Harp, D. R., Jorgenson, M. T., Witharana, C., Bolton, W. R., Schwenk, J., Rettelbach, T., Grosse, G., Boike, J., Nitze, I., Liljedahl, A. K., Rumpca, C. T., Wilson, C. J., Bennett, K. E. | Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| The evolution of sex roles: The importance of ecology and social environment | Fresneau, Nolwenn, Pipoly, Ivett, Gigler, Dora, Kosztolanyi, Andras, Szekely, Tamas, Liker, Andras | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal dynamics and underlying mechanisms of ecosystem respiration in rubber plantations: a case study in Hainan Island | An, Yinghe, Wu, Zhixiang, Wang, Yichen, Zhang, Runqing, Wu, Lan, Liu, Wenjie, Wang, Peng, Sun, Zhongyi | 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) | |
| The implementation of ecological protection in Inner Mongolia has slowed down grassland degradation | Zheng, Haojun, Huang, Yao, Zhang, Wen, Song, Changqing, Zhang, Qing, Sun, Wenjuan, Yu, Yongqiang, Yu, Lijun, Li, Haigang, Zhang, Cunhou, Jiang, Wenfang, Yang, Xinyue, Wang, Guocheng | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal Changes in Chinese Reserve Vegetation Ecological Quality | Xiao, Xinge, Peng, Xiangbin | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY | |
| Shared insights for heat health risk adaptation in metropolitan areas of developing countries | Yu, Wenbo, Yang, Jun, Sun, Dongqi, Xue, Bing, Sun, Wei, Ren, Jiayi, Yu, Huisheng, Xiao, Xiangming, Xia, Jianhong(Cecilia), Li, Xueming | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatially explicit assessment of the heat-related health risk in the Yangtze River Delta, China, using multisource remote sensing and socioeconomic data | Wu, Hanyi, Xu, Yongming, Zhang, Min, Su, Lingbo, Wang, Yiqi, Zhu, Shanyou | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |