N: 90 S: -90 E: 180 W: -180
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The submitted value 10 in the Items element is not allowed.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
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Estimating medium-term regional monthly economic activity reductions | Del Castillo, Ma. Flordeliza P., Fujimi, Toshio, Tatano, Hirokazu | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Estimation of global transpiration from remotely sensed solar-induced | Yang, Jingjing, Liu, Zhunqiao, Yu, Qiang, Lu, Xiaoliang | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Evaluating the contribution of methanotrophy kinetics to uncertainty in | Dion-Kirschner, Hannah, Nguyen, Newton H, Frankenberg, Christian, Fischer, Woodward W | Land Use/Land Cover Classification | |
| Evaluating the impacts of land use/land cover changes and climate variations on urban heat islands using the WRF-UCM model in Hefei, China | Zhou, Keqi, Zhong, Lei, Wang, Zixin, Liu, Jie, Wu, Zhenhao | Land Use/Land Cover Classification | |
| Evaluation of CAS-ESM2 in simulating the spring dust activities in the Middle East | Kamal, Alireza, Lin, Zhaohui, Wu, Chenglai | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Surface Pressure, Pressure Thickness, Relative Humidity, Air Mass/Density, Land Use/Land Cover Classification | |
| Evaluation of Climatological Precipitation Datasets and Their | Salehi, Hossein, Gharechelou, Saeid, Golian, Saeed, Ranjbari, Mohammadreza, Ghazi, Babak | Land Use/Land Cover Classification | |
| Evaluation of land surface phenology in northern hemisphere permafrost regions | Zhao, Yaohua, Peng, Xiaoqing, Frauenfeld, Oliver W., Cui, Xia, Bi, Jian, Ma, Xuanlong, Wei, Gang, Mu, Cuicui, Sun, Hao, Sui, Jia | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes | |
| Diversity and Conservation of Mesoamerican Bees: Relative Effects of Three Major Threats Within the Potential Distribution of Bee Species | Martinez-Lopez, Oscar, Arnold, Noemi, Sagot, Philippe, Merida-Rivas, Jorge, Aldasoro Maya, Elda Miriam, Vandame, Remy | Land Use/Land Cover Classification | |
| Distinguishing the Impacts and Gradient Effects of Climate Change and | Lv, WenBo, Liu, FangMei, Cai, Kai, Cao, Yue, Deng, MengLing, Liang, Wei, Yan, JianWu, Wang, GuangYu | Land Use/Land Cover Classification, Reflectance | |
| Disentangling the Effects of Atmospheric and Soil Dryness on Autumn | Dong, Kangbo, Wang, Xiaoyue | Land Use/Land Cover Classification | |
| Distinct impacts of the El NinoSouthern Oscillation and Indian Ocean Dipole on China's gross primary production | Yan, Ran, Wang, Jun, Ju, Weimin, Xing, Xiuli, Yu, Miao, Wang, Meirong, Tan, Jingye, Wang, Xunmei, Wang, Hengmao, Jiang, Fei | Land Use/Land Cover Classification | |
| 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) | |
| Divergent impacts of drought on autumn phenology in China | Qiao, Longxin, Xia, Haoming, Zhao, Xiaoyang, Yang, Jia, Song, Hongquan, Liu, Yinzhan | Land Use/Land Cover Classification | |
| Divergent impacts of seasonal precipitation deficiency on grassland | Yuan, Ye, Bao, Anming, Chang, Cun, Jiang, Liangliang, Zheng, Guoxiong, Yu, Tao, Jiang, Ping | Land Use/Land Cover Classification | |
| CROPGRIDS: a global geo-referenced dataset of 173 crops | Tang, Fiona H. M., Nguyen, Thu Ha, Conchedda, Giulia, Casse, Leon, Tubiello, Francesco N., Maggi, Federico | Land Use/Land Cover Classification | |
| Cropland expansion drives vegetation greenness decline in Southeast Asia | Zhao, Ruiying, Luo, Xiangzhong, Yang, Yuheng, Nurlaila Syahid, Luri, Chen, Chi, Huay Lee, Janice Ser | Land Use/Land Cover Classification | |
| Contrasting Responses of Land Surface Temperature and Soil Temperature | Qu, Zhuoran, Li, Xiaoyan, Shi, Fangzhong | Land Use/Land Cover Classification | |
| Comparing machine learning algorithms to predict vegetation fire | Shahzad, Fahad, Mehmood, Kaleem, Hussain, Khadim, Haidar, Ijlal, Anees, Shoaib Ahmad, Muhammad, Sultan, Ali, Jamshid, Adnan, Muhammad, Wang, Zhichao, Feng, Zhongke | Land Use/Land Cover Classification | |
| Corn, soybeans and winter wheat water requirements over the contiguous | Mhawej, Mario, Gao, Xiang, Reilly, John M., Abunnasr, Yaser | Land Use/Land Cover Classification, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10) | |
| Mapping of secondary forest age in China using stacked generalization | Zhang, Shaoyu, Xu, Hanzeyu, Liu, Aixia, Qi, Shuhua, Hu, Bisong, Huang, Min, Luo, Jin | Land Use/Land Cover Classification | |
| Mapping Shrub Biomass at 10 m Resolution by Integrating Field Measurements, Unmanned Aerial Vehicles, and Multi-Source Satellite Observations | Liu, Wenchao, Wang, Jie, Hu, Yang, Ma, Taiyong, Otgonbayar, Munkhdulam, Li, Chunbo, Li, You, Yang, Jilin | Land Use/Land Cover Classification | |
| Mapping specific groundwater nitrate concentrations from spatial data using machine learning: A case study of chongqing, China | Liang, Yuanyi, Zhang, Xingjun, Gan, Lin, Chen, Si, Zhao, Shandao, Ding, Jihui, Kang, Wulue, Yang, Han | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Phenological control of vegetation biophysical feedbacks to the regional climate | Yu, Lingxue, Liu, Ye, Yan, Fengqin, Lu, Lijie, Li, Xuan, Zhang, Shuwen, Yang, Jiuchun | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Parameterizing spectral surface reflectance relationships for the Dark | Kim, Mijin, Levy, Robert C., Remer, Lorraine A., Mattoo, Shana, Gupta, Pawan | Land Use/Land Cover Classification | |
| Planned expansion of transportation infrastructure in Brazil has implications for the pattern of agricultural production and carbon emissions | Wang, Zhan, Martha, Geraldo B., Liu, Jing, Lima, Cicero Z., Hertel, Thomas W. | Land Use/Land Cover Classification |