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 |
|---|---|---|---|
| Biotic and abiotic factors controlling spatial variation of mean carbon turnover time in forest soil | Wang, Jing, Zhu, Chen, Wei, Ning, Liu, Ruiqiang, Zhang, Bingwei, Chu, Chengjin, Su, Hongxin, Xu, Yaozhan, Cheng, Zhineng, Zhu, Sanyuan, Wang, Xugao, Yan, Liming, Xia, Jianyang | Land Use/Land Cover Classification | |
| Broadleaf tree phenology and springtime wildfire occurrence in boreal | Parisien, MarcAndre, Barber, Quinn E., Flannigan, Mike D., Jain, Piyush | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Burned area and carbon emissions across northwestern boreal North America from 20012019 | Potter, Stefano, Cooperdock, Sol, Veraverbeke, Sander, Walker, Xanthe, Mack, Michelle C., Goetz, Scott J., Baltzer, Jennifer, Bourgeau-Chavez, Laura, Burrell, Arden, Dieleman, Catherine, French, Nancy, Hantson, Stijn, Hoy, Elizabeth E., Jenkins, Liza, Johnstone, Jill F., Kane, Evan S., Natali, Susan M., Randerson, James T., Turetsky, Merritt R., Whitman, Ellen, Wiggins, Elizabeth, Rogers, Brendan M. | Reflectance, Land Use/Land Cover Classification, Fire Occurrence, Forest Fire Science, Burned Area, Aquatic Ecosystems, Terrestrial Ecosystems, Vegetation, Soils, Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Carbon, Biomass, Soil Moisture/Water Content, Topographic Effects, Emissions, Carbon | |
| BasinMaker 3.0: A GIS toolbox for distributed watershed delineation of | Han, Ming, Shen, Hongren, Tolson, Bryan A., Craig, James R., Mai, Juliane, Lin, Simon G.M., Basu, Nandita B., Awol, Frezer S. | Land Use/Land Cover Classification | |
| Causes & effects of upstream-downstream flow regime alteration over Catchment-Estuary-Coastal systems | Baubekova, Aziza, Akbari, Mahdi, Etemadi, Hana, Ashraf, Faisal Bin, Hekmatzadeh, Aliakbar, Haghighi, Ali Torabi | Land Use/Land Cover Classification | |
| Can economic growth and urban greenness achieve positive synergies during rapid urbanization in China? | Cheng, Min, Wu, Shaohua, Zeng, Canying, Yu, Xiaolu, Wang, Jingyi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Changes in Ecosystem Service Values of Forests in Southwest China's Karst Regions from 20012020 | Zhou, Zhongfa, Zhang, Lu, Wu, Tangyin, Luo, Dan, Wu, Lan, Chen, Quan, Feng, Qing | Land Use/Land Cover Classification | |
| Application of machine learning approaches for land cover monitoring in northern Cameroon | Yuh, Yisa Ginath, Tracz, Wiktor, Matthews, H. Damon, Turner, Sarah E. | Land Use/Land Cover Classification | |
| Assessment of TRMM rainfall data for flood modelling in three contrasting catchments in Java, Indonesia | Suroso, Suroso, Santoso, Purwanto Bekti, Birkinshaw, Stephen, Kilsby, Chris, Bardossy, Andras, Aldrian, Edvin | Total Surface Precipitation Rate, Land Use/Land Cover Classification | |
| Asymmetric response of primary productivity to precipitation anomalies in Southwest China | Dong, Guanyu, Fan, Lei, Fensholt, Rasmus, Frappart, Frederic, Ciais, Philippe, Xiao, Xiangming, Sitch, Stephen, Xing, Zanpin, Yu, Ling, Zhou, Zhilan, Ma, Mingguo, Tong, Xiaowei, Xiao, Qing, Wigneron, Jean-Pierre | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Land Surface Temperature, Emissivity | |
| Automatic built-up area extraction by feature-level fusion of Luojia 101 nighttime light and Sentinel satellite imageries in Google Earth Engine | Samadzadegan, Farhad, Toosi, Ahmad, Dadrass Javan, Farzaneh | Land Use/Land Cover Classification | |
| Warming inhibits increases in vegetation net primary productivity despite greening in India | Das, Ripan, Chaturvedi, Rajiv Kumar, Roy, Adrija, Karmakar, Subhankar, Ghosh, Subimal | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Weakened Sea-Land Breeze in a Coastal Megacity Driven by Urbanization and Ocean Warming | Xiao, Yunting, Yang, Jianbo, Cui, Lehui, Deng, Junjun, Fu, Pingqing, Zhu, Jialei | Land Use/Land Cover Classification | |
| Introduction | Rani, Seema | Land Use/Land Cover Classification | |
| Global changes in coastal wetlands of importance for non-breeding shorebirds | Santos, Carlos D., Catry, Teresa, Dias, Maria P., Granadeiro, Jose P. | Land Use/Land Cover Classification | |
| Integrating presenceonly and presenceabsence data to model changes in species geographic ranges: An example in the Neotropics | Grattarola, Florencia, Bowler, Diana E., Keil, Petr | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Photosynthesis, Primary Production, Vegetation Productivity | |
| Heterogeneous impacts of global land urbanization on land-use structure from economic and technological perspectives | Gao, Ming, Chen, Boyang, Xu, Yiyin, Li, Ding | Land Use/Land Cover Classification | |
| Gridded livestock density database and spatial trends for Kazakhstan | Kolluru, Venkatesh, John, Ranjeet, Saraf, Sakshi, Chen, Jiquan, Hankerson, Brett, Robinson, Sarah, Kussainova, Maira, Jain, Khushboo | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Habitat suitability mapping for a high-value non-timber forest product: A case study of Rauvolfia serpentina | Mandal, Mohammad Shamim Hasan, Okuda, Toshinori, Mon, Su Myat, Chew, Wei Chuang, Shigematsu, Chihomi, Hosaka, Tetsuro | Land Use/Land Cover Classification | |
| GroundValidation and Error Attribution of NearSurface Air Temperature From AIRS in North America | Gao, Shang, Wen, Yixin, Fishbein, Evan, Lambrigtsen, Bjorn, Zhang, Jiaqi, Van Dang, H., Galli, Chris | Carbon Monoxide, Tropospheric Ozone, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Sulfur Dioxide, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature, Land Use/Land Cover Classification, Land Surface Temperature | |
| Impact of Vegetation Indices on Wheat Yield Prediction Using Spatio-Temporal Modeling | Patel, Pragnesh, Shah, Maitrik, Raval, Mehul S., Chaudhary, Sanjay, Parmar, Hasit | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Future global streamflow declines are probably more severe than previously estimated | Zhang, Yongqiang, Zheng, Hongxing, Zhang, Xuanze, Leung, L. Ruby, Liu, Changming, Zheng, Chunmiao, Guo, Yuhan, Chiew, Francis H. S., Post, David, Kong, Dongdong, Beck, Hylke E., Li, Congcong, Bloschl, Gunter | Land Use/Land Cover Classification | |
| Geospatial Weather Affected Terrain Conditions and Hazards (GeoWATCH) description and evaluation | Eylander, John, Bieszczad, Jerry, Ueckermann, Mattheus, Peters, Joffrey, Brooks, Chris, Audette, William, Ekegren, Michael | Land Use/Land Cover Classification | |
| GF-1 leaf area index product across China based on three-dimensional stochastic radiation transfer model | ZHANG, Hu, , 100101 State Key Laboratory of Remote Sensing Science, Jointly Sponsored by Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing Normal University, Beijing 100101, China, LI, Jing, LIU, Qinhuo, ZHANG, Zhaoxing, ZHU, Xinran, LIU, Chang, ZHAO, Jing, DONG, Yadong, XU, Baodong, MENG, Jihua | Land Use/Land Cover Classification | |
| Human modification of land cover alters net primary productivity, species richness and their relationship | Deng, Shuyu, Beale, Colin M., Platts, Philip J., Thomas, Chris D. | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity |