N: 90 S: -90 E: 180 W: -180
Description
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
Dataset Resources
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Spatiotemporal Dynamics and Drivers of Vegetation Carbon Sinks in | Xu, Juntao, Thi Hang, Nguyen, Ran, Mengqi, Kong, Junqia | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal Dynamics and Transboundary Differences in Fractional Vegetation Cover in the Red River Basin from 2000 to 2023 | Zhang, Yiwei, Mao, Jintao, Zhang, Yun, Zhou, Bailan, Qiu, Zejian, Dong, Yifan, Zhong, Ronghua | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal Dynamics of Active Fire in China (20032024): Regional Patterns and Land Cover Associations | Wang, Wannan, Wang, Chunjiao | Land Use/Land Cover Classification | |
| Spatiotemporal dynamics of fractional vegetation cover and its relationship with climatic factors in the Yarkand River Basin | Qin, Guoqiang, Yuan, Kai, Ding, Guoliang, Guo, Qiang, Wang, Runbo | Land Use/Land Cover Classification | |
| Spatiotemporal Variability of Vegetation Productivity Responses to | Gong, Haixing, Wang, Guoyin, Zhang, Renhe, Chen, Guoxing, Wang, Xiaoyan, Cheng, Tiantao | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Spatiotemporal variation in potential gosling development windows across Mongolian Plateau in relation to climate change | Zhang, Junjian, Zhang, Yong, Damba, Iderbat, Batbayar, Nyambayar, Xu, Zhenggang, Cao, Lei, Fox, Anthony David | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature | |
| Spatiotemporal Variations and Key Driving Factors of Dust Storms in | Tan, Chenghao, Liu, Chong, Li, Tian, Liu, Xiali, Tang, Mingjin, Zhao, Tianliang | Land Use/Land Cover Classification | |
| Time series trend detection and forecasting of SUHI in Tabriz, Iran | Koushesh Vatan, Mohammad Ali, Nemati, Mohammad, Sekertekin, Aliihsan, Zehtabi Aslkhiabani, Mobin | Land Use/Land Cover Classification | |
| The UFLUX ensemble of multiple-scale carbon, water, and energy fluxes | Zhu, Songyan, Xu, Jian, Zeng, Jingya, Bao, Shanning, Chen, Yumeng, Shi, Shuaiyi, Zheng, Zhonghua, Dong, Wenquan, Wang, Yapeng, Shi, Jiancheng | Land Use/Land Cover Classification | |
| Time-series reconstruction and mapping of forest aboveground biomass in | Yang, Chao, Liu, Aobo, Chen, Yating, Wang, Chengxin, Cheng, Xiao | Land Use/Land Cover Classification | |
| Thermal buffering of forest greening across spatiotemporal scales in | Huang, Anqi, Shao, Shuai, Liu, Wenqi | Land Use/Land Cover Classification | |
| The Widely Increasing Sensitivity of Vegetation Productivity to | Wang, Longjun, Li, Peng, Peng, Ying, Ren, Peixin, Chen, Yuzhu, Zhou, Xiaolu, Yang, Zicheng, Zou, Ziying, Peng, Changhui | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Land Use/Land Cover Classification | |
| Towards Water Resilience: A Multi-Stage Calibration Framework for Large-Scale integrated SurfaceSubsurface Hydrological Models | Sandoval, Leonardo, Guadagnini, Alberto, Condon, Laura, Riva, Monica | Population Density, Land Use/Land Cover Classification | |
| Toxic dust emission from drought-exposed lake bedsa new air pollution threat from dried lakes | Gao, Qianqian, Chen, Guochao, Lu, Xiaohui, Chen, Jianmin, Zhang, Hongliang, Wang, Xiaofei | Land Use/Land Cover Classification | |
| Trade-off between spring phenological sensitivities to temperature and | Li, Xiaoting, Guo, Wei, He, Hao, Wang, Hao, Classen, Aimee, Wu, Donghai, Ma, Yixin, Wang, Yunqiang, He, JinSheng, Xu, Xiangtao | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| The Harmonized Landsat and Sentinel-2 version 2.0 surface reflectance dataset | Ju, Junchang, Zhou, Qiang, Freitag, Brian, Roy, David P., Zhang, Hankui K., Sridhar, Madhu, Mandel, John, Arab, Saeed, Schmidt, Gail, Crawford, Christopher J., Gascon, Ferran, Strobl, Peter A., Masek, Jeffrey G., Neigh, Christopher S.R. | Land Use/Land Cover Classification | |
| The Process-Cognizant Vegetation Drought Model (PCVDM): Analyzing | Zhang, Zhimei, Jiao, Zhijun, Wu, Lixin | Land Use/Land Cover Classification, Reflectance, Emissivity, Land Surface Temperature | |
| The Speciated isoprene emission model with the MEGAN algorithm for China | Xi, Shengjun, Wang, Yuhang, Yuan, Xiangyang, Feng, Zhaozhong, Zhao, Fanghe, Zhang, Yanli, Wang, Xinming | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Leaf Characteristics, Photosynthetically Active Radiation, Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover | |
| The relative productivity index: Mapping human impacts on rangeland | Lomax, Guy A., Powell, Thomas W.R., Lenton, Timothy M., Cunliffe, Andrew M. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| The Multi-Compartment Hg Modeling And Analysis Project (Mchgmap): Mercury Modeling To Support International Environmental Policy | Dastoor, Ashu, Angot, Helene, Bieser, Johannes, Brocza, Flora, Edwards, Brock, Feinberg, Aryeh, Feng, Xinbin, Geyman, Benjamin, Gournia, Charikleia, He, Yipeng, Hedgecock, Ian M., Ilyin, Ilia, Kirk, Jane, Lin, Che-Jen, Lehnherr, Igor, Mason, Robert, McLagan, David, Muntean, Marilena, Rafaj, Peter, Roy, Eric M., Ryjkov, Andrei, Selin, Noelle E., De Simone, Francesco, Soerensen, Anne L., Steenhuisen, Frits, Travnikov, Oleg, Wang, Shuxiao, Wang, Xun, Wilson, Simon, Wu, Rosa, Wu, Qingru, Zhang, Yanxu, Zhou, Jun, Zhu, Wei, Zolkos, Scott | Land Use/Land Cover Classification | |
| The impact of compound droughts and heatwaves on ecosystem carbon-water dynamics in Eurasia | Xie, Mingjuan, Luo, Geping, Frankl, Amaury, De Maeyer, Philippe, Hellwich, Olaf, Van Weverberg, Kwinten | Land Use/Land Cover Classification | |
| The Downscaled GOME-2 SIF Based on Machine Learning Enhances the | Hu, Chenyu, Xie, Pinhua, Hu, Zhaokun, Li, Ang, Feng, Haoxuan | Land Use/Land Cover Classification | |
| The contribution of fires to PM2.5 and population exposure in the Asia Pacific region | Lu, Hua, Xie, Min, Wang, Nan, Liu, Bojun, Jiang, Jinyue, Zhuang, Bingliang, Zhang, Ying, Wu, Meixuan, Yang, Jianfeng, Lv, Kunqin, Ma, Danyang | Land Use/Land Cover Classification, Land Surface Temperature, Fire Occurrence, Surface Thermal Properties, THERMAL ANOMALIES | |
| Tropospheric NO2 Patterns in Eastern Canada Using the First Year of TEMPO Observations | Siu, Tsz Kin, Goldberg, Daniel L., Kerr, Gaige H., Chen, Lulu, Nawaz, M. Omar, Chang, Rachel Y.W., Fong, Kelvin C. | Nitrogen Dioxide, Nitrogen Oxides, Land Use/Land Cover Classification | |
| Two Decades of FireInduced Albedo Change and Associated ShortWave Radiative Effect Over SubSaharan Africa | Flegrova, Michaela, Brindley, Helen | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Albedo, Anisotropy, Reflectance |