N: 90 S: -90 E: 180 W: -180
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The Terra and Aqua combined Moderate Resolution Imaging Spectroradiometer (MODIS) Land Cover Type (MCD12Q1) Version 6.1 data product provides global land cover types at yearly intervals. The MCD12Q1 Version 6.1 data product is derived using supervised classifications of MODIS Terra and Aqua reflectance data. Land cover types are derived from the International Geosphere-Biosphere Programme (IGBP), University of Maryland (UMD), Leaf Area Index (LAI), BIOME-Biogeochemical Cycles (BGC), and Plant Functional Types (PFT) classification schemes. The supervised classifications then undergo additional post-processing that incorporate prior knowledge and ancillary information to further refine specific classes. Additional land cover property assessment layers are provided by the Food and Agriculture Organization (FAO) Land Cover Classification System (LCCS) for land cover, land use, and surface hydrology.
Layers for Land Cover Type 1-5, Land Cover Property 1-3, Land Cover Property Assessment 1-3, Land Cover Quality Control (QC), and a Land Water Mask are provided in each MCD12Q1 Version 6.1 Hierarchical Data Format 4 (HDF4) file.
Known Issues
- The "units" field is missing in the metadata, however, this information can be found in Table 1 of the User Guide.
- The MCD12Q1.061 land cover data product is derived using supervised classification of MODIS Terra and Aqua reflectance data. The classification algorithm uses labeled training samples selected globally to represent land cover categories derived under the IGBP, UMD, LAI, BIOME-BGC, and PFT classification schemes. These training samples were selected to represent land classes, best suited over a certain period. However, due to lack of funding, the science team was not able to keep the training database updated over the course of the years, and some of these training sites could well have undergone changes in their land cover characteristics, especially after 2021. Hence users are urged to maintain caution while using the V6.1/MCD12Q1 land cover layers for 2021 and beyond. More information on this known issue can be found in the Land Data Products Operational Products (LDOPE) Quality Assessment.
- Known issues are described in Section 2.2 of the User Guide.
- 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
File Naming Convention
The file name begins with the Product Short Name (MCD12Q1) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2024001), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h21v07), the Version of the data collection (061), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2025205222320), 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 |
|---|---|---|---|
| Assessing vegetation response to multi-scalar drought across the mojave, sonoran, chihuahuan deserts and apache highlands in the Southwest United States | Khatri-Chhetri, Pratima, Hendryx, Sean M., Hartfield, Kyle A., Crimmins, Michael A., Leeuwen, Willem J. D. van, Kane, Van R. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Application of the regression-augmented regionalization approach for btop model in ungauged basins | Zhu, Ying, Liu, Lingxue, Qin, Fangling, Zhou, Li, Zhang, Xing, Chen, Ting, Li, Xiaodong, Ao, Tianqi | Land Use/Land Cover Classification | |
| Artificial light at night advances spring phenology in the united states | Zheng, Qiming, Teo, Hoong Chen, Koh, Lian Pin | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| ASCAT IB: A radar-based vegetation optical depth retrieved from the | Liu, Xiangzhuo, Wigneron, Jean-Pierre, Fan, Lei, Frappart, Frederic, Ciais, Philippe, Baghdadi, Nicolas, Zribi, Mehrez, Jagdhuber, Thomas, Li, Xiaojun, Wang, Mengjia, Bai, Xiaojing, Moisy, Christophe | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthetically Active Radiation | |
| Analogy-Based Crop Yield Forecasts Based on Temporal Similarity of Leaf | Liu, Yadong, Kim, Junhwan, Fleisher, David H., Kim, Kwang-Soo | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Analysing the day/night seasonal and annual changes and trends in land surface temperature and surface urban heat island intensity (SUHII) for Indian cities | Siddiqui, Asfa, Kushwaha, Gautami, Nikam, Bhaskar, Srivastav, S.K., Shelar, Ankita, Kumar, Pramod | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Annual radial growth and climatic response of Quercus crassifolia bonpl. in northwestern Durango, Mexico | Villanueva-Diaz, Jose, Martinez-Sifuentes, Aldo R., Quinonez-Barraza, Geronimo, Estrada-Avalos, Perez-Evangelista, Emilia R., del Rocio Reyes-Camarillo, Fatima, Reyes-Camarillo, Rocio | Land Use/Land Cover Classification | |
| An adaptive-parameter pixel unmixing method for mapping evergreen forest fractions based on time-series ndviA case study of southern china | Yang, Yingying, Wu, Taixia, Zeng, Yuhui, Wang, Shudong | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| An alternative AMSR2 vegetation optical depth for monitoring vegetation at large scales | Wang, Mengjia, Fan, Lei, Frappart, Frederic, Ciais, Philippe, Sun, Rui, Liu, Yi, Li, Xiaojun, Liu, Xiangzhuo, Moisy, Christophe, Wigneron, Jean-Pierre | Land Use/Land Cover Classification | |
| An improved index for urban population distribution mapping based on nighttime lights (DMSP-OLS) data: An experiment in Riyadh province, Saudi Arabia | Alahmadi, Mohammed, Mansour, Shawky, Martin, David, Atkinson, Peter M. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Analysis on the Spatio-Temporal Changes of LST and Its Influencing Factors Based on VIC Model in the Arid Region from 1960 to 2017: An Example of the Ebinur ... | Amantai, Nigenare, Ding, Jianli | Land Use/Land Cover Classification | |
| Analytical guidelines to increase the value of community science data: | Johnston, Alison, Hochachka, Wesley M., StrimasMackey, Matthew E., Ruiz Gutierrez, Viviana, Robinson, Orin J., Miller, Eliot T., Auer, Tom, Kelling, Steve T., Fink, Daniel | Land Use/Land Cover Classification | |
| An Automatic and Operational Method for Land Cover Change Detection | Ituen, Ima, Hu, Baoxin | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Surface Temperature, Emissivity | |
| Attribution of climate change and human activities to urban water level alterations and factors importance analysis in Central Taihu Basin | Gao, Qianyu, Li, Guofang, Li, Zhenyang | Land Use/Land Cover Classification | |
| China's land cover fraction change during 2001-2015 based on remote sensed data fusion between MCD12 and CCI-LC | Wang, Hui, Wen, Xiaojin, Wang, Yijia, Cai, Liping, Peng, Da, Liu, Yanxu | Land Use/Land Cover Classification | |
| Catchment-level agricultural drought hazard vulnerability analysis of Ganga Basin (India) using spectral indices | Banerjee, Subhro, Pandey, Arvind Chandra | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Total Surface Precipitation Rate | |
| CLASSIC v1.0: The open-source community successor to the Canadian Land Surface Scheme (CLASS) and the Canadian Terrestrial Ecosystem Model (CTEM) - Part 2: Global benchmarking | Seiler, Christian, Melton, Joe R., Arora, Vivek K., Wang, Libo | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Reflectance, Land Use/Land Cover Classification, Carbon, Cation Exchange Capacity, Organic Matter, Burned Area, Albedo, Anisotropy | |
| Characteristics of dust aerosols and identification of dust sources in Xinjiang, China | Liu, Jie, Ding, Jianli, Rexiding, Mayila, Li, Xiaohang, Zhang, Junyong, Ran, Si, Bao, Qingling, Ge, Xiangyu | Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| Characteristics of surface evapotranspiration and its response to climate and land use and land cover in the Huai River Basin of eastern China | Li, Meng, Chu, Ronghao, Islam, Abu Reza Md. Towfiqul, Shen, Shuanghe | Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux, Photosynthesis, Primary Production | |
| Changes of ammonia concentrations in wintertime on the North China Plain from 2018 to 2020 | He, Yuexin, Pan, Yuepeng, Gu, Mengna, Sun, Qian, Zhang, Qianqian, Zhang, Renjian, Wang, Yuesi | Land Use/Land Cover Classification | |
| Changes in global terrestrial live biomass over the 21st century | Xu, Liang, Saatchi, Sassan S., Yang, Yan, Yu, Yifan, Pongratz, Julia, Bloom, A. Anthony, Bowman, Kevin, Worden, John, Liu, Junjie, Yin, Yi, Domke, Grant, McRoberts, Ronald E., Woodall, Christopher, Nabuurs, Gert-Jan, de-Miguel, Sergio, Keller, Michael, Harris, Nancy, Maxwell, Sean, Schimel, David | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Changes in Mesopotamian wetlands: investigations using diverse remote sensing datasets | Al-Nasrawi, Ali K. M., Fuentes, Ignacio, Al-Shammari, Dhahi | Land Use/Land Cover Classification, Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow | |
| Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents | Caldwell, Jamie M., LaBeaud, A. Desiree, Lambin, Eric F., Stewart-Ibarra, Anna M., Ndenga, Bryson A., Mutuku, Francis M., Krystosik, Amy R., Ayala, Efrain Beltran, Anyamba, Assaf, Borbor-Cordova, Mercy J., Damoah, Richard, Grossi-Soyster, Elysse N., Heras, Froilan Heras, Ngugi, Harun N., Ryan, Sadie J., Shah, Melisa M., Sippy, Rachel, Mordecai, Erin A. | Population Size, Land Use/Land Cover Classification | |
| Climate change projections of terrestrial primary productivity over the Hindu Kush Himalayan forests | Usman, Halima, Pugh, Thomas A. M., Ahlstrom, Anders, Baig, Sofia | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Clouds and vegetation modulate shallow groundwater table depth | Shrestha, Prabhakar | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |