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 |
|---|---|---|---|
| Combining models for animal tracking: Defining behavioural states to | Peters, Natasha M., Beale, Colin M., Bracebridge, Claire, Mgumba, Msafiri P., Kendall, Corinne J. | Land Use/Land Cover Classification, Albedo, Anisotropy | |
| Community workflows to advance reproducibility in hydrologic modeling: Separating modelagnostic and modelspecific configuration steps in applications of large ... | Knoben, W. J. M., Clark, M. P., Bales, J., Bennett, A., Gharari, S., Marsh, C. B., Nijssen, B., Pietroniro, A., Spiteri, R. J., Tang, G., Tarboton, D. G., Wood, A. W. | Land Use/Land Cover Classification | |
| Cloud cover and its impact on Brazil's deforestation satellite monitoring programEvidence from the cerrado biome of the Brazilian Legal Amazon | Sales, Vilane G., Strobl, Eric, Elliott, Robert J.R. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Pixel-Based Long-Term (2001-2020) Estimations of Forest Fire Emissions | Bar, Somnath, Parida, Bikash Ranjan, Pandey, Arvind Chandra, Kumar, Navneet | Land Use/Land Cover Classification, Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds | |
| Potential of NTFP Based Bioeconomy in Livelihood Security and Income Inequality Mitigation in Kashmir Himalayas | Peerzada, Ishtiyak Ahmad, Islam, Mohammad A., Chamberlain, James, Dhyani, Shalini, Reddy, Mohan, Saha, Somidh | Land Use/Land Cover Classification | |
| Model-driven estimation of closed and open shrublands live fuel moisture content | Lai, Gengke, Quan, Xingwen, Yebra, Marta, He, Binbin | Land Use/Land Cover Classification, Reflectance, Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Modeled Impacts of LULC and Climate Change Predictions on the Hydrologic Regime in Belize | Martin-Arias, Vanesa, Evans, Christine, Griffin, Robert, Cherrington, Emil A., Lee, Christine M., Mishra, Deepak R., Gomez, Nicole Auil, Rosado, Andria, Callejas, Ileana A., Jay, Jennifer A., Rosado, Samir | Land Use/Land Cover Classification | |
| Predicting spatiotemporally-resolved mean air temperature over Sweden | Jin, Zhihao, Ma, Yiqun, Chu, Lingzhi, Liu, Yang, Dubrow, Robert, Chen, Kai | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Nature-based climate solutions for expanding the global protected area network | Sreekar, Rachakonda, Zeng, Yiwen, Zheng, Qiming, Lamba, Aakash, Teo, Hoong Chen, Sarira, Tasya Vadya, Koh, Lian Pin | Land Use/Land Cover Classification | |
| Modelling spatiotemporal trends in the frequency of genetic mutations | Hancock, Penelope A., Lynd, Amy, Wiebe, Antoinette, Devine, Maria, Essandoh, John, Watsenga, Francis, Manzambi, Emile Z., Agossa, Fiacre, Donnelly, Martin J., Weetman, David, Moyes, Catherine L. | Land Use/Land Cover Classification | |
| Monitoring changes in global soil organic carbon stocks from space | Padarian, J., Stockmann, U., Minasny, B., McBratney, A.B. | Land Use/Land Cover Classification | |
| Multi-spatiotemporal heterogeneous legacy effects of climate on terrestrial vegetation dynamics in China | Lian, Xihong, Jiao, Limin, Liu, Zejin, Jia, Qiqi, Zhong, Jing, Fang, Miao, Wang, Weilin | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| More than a safety net: Ethiopia's flagship public works program increases tree cover | Hirvonen, Kalle, Machado, Elia A., Simons, Andrew M., Taraz, Vis | Boundaries, Population Estimates, Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| New projections of 21st century climate and hydrology for Alaska and Hawaii | Mizukami, Naoki, Newman, Andrew J., Littell, Jeremy S., Giambelluca, Thomas W., Wood, Andrew W., Gutmann, Ethan D., Hamman, Joseph J., Gergel, Diana R., Nijssen, Bart, Clark, Martyn P., Arnold, Jeffrey R. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Object-oriented Model to Predict Crop Yield Using Satellite-based Vegetation Index | Khalil, Z.H., Abbas, Amel H. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Observed and modeled urban heat island and sea-breeze circulation interactionsA Shanghai case study | Hu, Yan, Tan, Jianguo, Grimmond, Sue, Ao, Xiangyu, Yan, Yafei, Liu, Dongwei | Land Use/Land Cover Classification | |
| Observed increases in extreme fire weather driven by atmospheric humidity and temperature | Jain, Piyush, Castellanos-Acuna, Dante, Coogan, Sean C. P., Abatzoglou, John T., Flannigan, Mike D. | Land Use/Land Cover Classification | |
| Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa | Kucuk, Caglar, Koirala, Sujan, Carvalhais, Nuno, Miralles, Diego G., Reichstein, Markus, Jung, Martin | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Protected areas provide thermal buffer against climate change | Xu, Xiyan, Huang, Anqi, Belle, Elise, De Frenne, Pieter, Jia, Gensuo | Albedo, Anisotropy, Land Use/Land Cover Classification, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Emissivity, Land Surface Temperature, Evapotranspiration, Latent Heat Flux | |
| MODIS Vegetation Continuous Fields tree cover needs calibrating in tropical savannas | Adzhar, Rahayu, Kelley, Douglas I., Dong, Ning, George, Charles, Torello Raventos, Mireia, Veenendaal, Elmar, Feldpausch, Ted R., Phillips, Oliver L., Lewis, Simon L., Sonke, Bonaventure, Taedoumg, Herman, Schwantes Marimon, Beatriz, Domingues, Tomas, Arroyo, Luzmila, Djagbletey, Gloria, Saiz, Gustavo, Gerard, France | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Seasonal variations in fire conditions are important drivers in the trend of aerosol optical properties over the south-eastern Atlantic | Che, Haochi, Segal-Rozenhaimer, Michal, Zhang, Lu, Dang, Caroline, Zuidema, Paquita, Sedlacek III, Arthur J., Zhang, Xiaoye, Flynn, Connor | Land Use/Land Cover Classification | |
| Spatial environmental factors predict cardiovascular and all-cause | Hadley, Michael B., Nalini, Mahdi, Adhikari, Samrachana, Szymonifka, Jackie, Etemadi, Arash, Kamangar, Farin, Khoshnia, Masoud, McChane, Tyler, Pourshams, Akram, Poustchi, Hossein, Sepanlou, Sadaf G., Abnet, Christian, Freedman, Neal D., Boffetta, Paolo, Malekzadeh, Reza, Vedanthan, Rajesh | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Smoke Injection Heights from Forest and Grassland Fires in Southwest | Wang, Wenjia, Zhang, Qixing, Zhao, Ranran, Luo, Jie, Zhang, Yongming | Land Use/Land Cover Classification | |
| Soil carbon sequestration potential in global croplands | Padarian, Jose, Minasny, Budiman, McBratney, Alex, Smith, Pete | Land Use/Land Cover Classification | |
| Soil moisture as an essential component for delineating and forecasting agricultural rather than meteorological drought | Chatterjee, Sumanta, Desai, Ankur R., Zhu, Jun, Townsend, Philip A., Huang, Jingyi | Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux |