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
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Uncertainties in deforestation emission baseline methodologies and implications for carbon markets | Teo, Hoong Chen, Tan, Nicole Hui Li, Zheng, Qiming, Lim, Annabel Jia Yi, Sreekar, Rachakonda, Chen, Xiao, Zhou, Yuchuan, Sarira, Tasya Vadya, De Alban, Jose Don T., Tang, Hao, Friess, Daniel A., Koh, Lian Pin | Land Use/Land Cover Classification | |
| Uncertainty in land use obscures global soil organic carbon stock estimates | Gang, Chengcheng, Shi, Hao, Tian, Hanqin, Pan, Shufen, Pan, Naiqing, Xu, Rongting, Wang, Zhuonan, Bian, Zihao, You, Yongfa, Yao, Yuanzhi | Land Use/Land Cover Classification, Carbon, Cation Exchange Capacity, Organic Matter, Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Soil Horizons/Profile, Soil Moisture/Water Content, Soil Water Holding Capacity, Forest Management, Agriculture Production, Landscape Management, Land Use Classes, Land Use Classes | |
| Uncertainty of Partial Dependence Relationship between Climate and | Liang, Boyi, Liu, Hongyan, Cressey, Elizabeth L., Xu, Chongyang, Shi, Liang, Wang, Lu, Dai, Jingyu, Wang, Zong, Wang, Jia | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| The potential distribution of the yellow monitor, Varanus flavescens (Hardwick & Gray) under multiple climate, land cover and dispersal scenarios in Nepal | Baral, Suraj, Kunwar, Amar, Adhikari, Dipendra, Kandel, Kanti, Mandal, Dev Narayan, Thapa, Arjun, Neupane, Dinesh, Thapa, Tej B. | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability, Land Use/Land Cover Classification | |
| The role of crop classification in detecting wheat yield variation for index-based agricultural insurance in arid and semiarid environments | Eltazarov, Sarvarbek, Bobojonov, Ihtiyor, Kuhn, Lena, Glauben, Thomas | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| The fate of vegetation carbon stocks of India: Insights from a remote-sensed evaluation of carbon use efficiency | Chakraborty, Abhishek, Sekhar, M., Rao, Lakshminarayana | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff | |
| Using Satellite Data to Characterize Land Surface Processes in Morocco | Thaiki, Mohammed, Bounoua, Lahouari, Cherkaoui Dekkaki, Hinde | Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Using remote sensing for sustainable forest management in developing countries | Nandasena, W. D. K. V., Brabyn, Lars, Serrao-Neumann, Silvia | Land Use/Land Cover Classification | |
| Turkey Vulture survival is reduced in areas of greater road density | Naveda-Rodriguez, Adrian, Bildstein, Keith L, Barber, David R, Therrien, Jean-Francois, Avery, Michael L, Kluever, Bryan M, Rush, Scott A, Vilella, Francisco J | Land Use/Land Cover Classification | |
| Widespread synchronous decline of Mediterranean-type forest driven by accelerated aridity | Miranda, Alejandro, Syphard, Alexandra D., Berdugo, Miguel, Carrasco, Jaime, Gomez-Gonzalez, Susana, Ovalle, Juan F., Delpiano, Cristian A., Vargas, Solange, Squeo, Francisco A., Miranda, Marcelo D., Dobbs, Cynnamon, Mentler, Rayen, Lara, Antonio, Garreaud, Rene | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| The Caddisfly Collective: Methods of assessing Trichoptera diversity on a continental scale with community scientists | Murray-Stoker, Kelly M., McCauley, Shannon J. | Land Use/Land Cover Classification | |
| Forestation at the right time with the right species can generate persistent carbon benefits in China | Xu, Hao, Yue, Chao, Zhang, Yao, Liu, Dan, Piao, Shilong | Land Use/Land Cover Classification | |
| Examining leopard attacks: spatio-temporal clustering of human injuries and deaths in Western Himalayas, India | Shivakumar, Shweta, Carricondo-Sanchez, David, Athreya, Vidya, Odden, Morten, Dhiman, Sat Pal, Vaidyanathan, Srinivas, Karanth, Krithi K. | Land Use/Land Cover Classification | |
| 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 | |
| Generation of global 1-km daily soil moisture product from 2000 to 2020 using ensemble learning | Zhang, Yufang, Liang, Shunlin, Ma, Han, He, Tao, Wang, Qian, Li, Bing, Xu, Jianglei, Zhang, Guodong, Liu, Xiaobang, Xiong, Changhao | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification, Brightness Temperature, Surface Soil Moisture | |
| Generation of High Temporal Resolution Full-Coverage Aerosol Optical | Long, Zhiyong, Jin, Zichun, Meng, Yizhen, Ma, Jin | 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) | |
| 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 | |
| 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 | |
| Global Leaf Chlorophyll Content Dataset (GLCC) from 20032012 to 20182020 Derived from MERIS and OLCI Satellite Data: Algorithm and Validation | Qian, Xiaojin, Liu, Liangyun, Chen, Xidong, Zhang, Xiao, Chen, Siyuan, Sun, Qi | Land Use/Land Cover Classification | |
| Global erosion of terrestrial environmental space by artificial light at night | Cox, Daniel T.C., Gaston, Kevin J. | Land Use/Land Cover Classification | |
| Estimating Agricultural Cropping Intensity Using a New Temporal Mixture | Tao, Jianbin, Zhang, Xinyue, Liu, Yiqing, Jiang, Qiyue, Zhou, Yang | Land Use/Land Cover Classification | |
| Estimation of Northern Burnt Forest Mortality in the 21st Century Based on MODIS Data on Fire Intensity | Lozin, D. V., Loupian, E. A., Balashov, I. V., Bartalev, S. A. | Land Use/Land Cover Classification | |
| Estimation of northern burnt forests mortality in the XXI century based on MODIS data on fire intensity | Space Research Institute RAS; Lomonosov Moscow State University, Lozin, D.V., Loupian, E.A., Balashov, I.V., Bartalev, S.A. | Land Use/Land Cover Classification | |
| Estimating global GPP from the plant functional type perspective using a machine learning approach | Guo, Renjie, Chen, Tiexi, Chen, Xin, Yuan, Wenping, Liu, Shuci, He, Bin, Li, Lin, Wang, Shengzhen, Hu, Ting, Yan, Qingyun, Wei, Xueqiong, Dai, Jie | Land Use/Land Cover Classification |