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 |
|---|---|---|---|
| CONCN: a high-resolution, integrated surface watergroundwater ParFlow modeling platform of continental China | Yang, Chen, Jia, Zitong, Xu, Wenjie, Wei, Zhongwang, Zhang, Xiaolang, Zou, Yiguang, McDonnell, Jeffrey, Condon, Laura, Dai, Yongjiu, Maxwell, Reed | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| ESD Ideas: Near-real-time preliminary detection of carbon dioxide source and sink areas using a Laplacian filter | Savytska, Yana, Smolii, Viktor, Weitzel, Nils | Atmospheric Carbon Dioxide, Carbon Dioxide, Land Use/Land Cover Classification | |
| Enhancing hydrological modelling with reanalysis soil moisture: A | Liu, Lingxue, Ren, Yufeng, Li, Zirui, Zhou, Li | Land Use/Land Cover Classification | |
| Enhanced Carbon Flux Forecasting via STL Decomposition and Hybrid ARIMA-ES-LSTM Model in Amazon Forest | Dias, Jean A. C., Guimaraes, Pedro H. Do V., Pereira, Williane G. S., Tamasauskas, Leonardo De O., Gomes, Marivan S., Correa, Alan B. S., Figueiredo, Karla, Costa, Gilson, Costa, Gabriel Brito, Costa, Fernando A. R., Seruffo, Marcos C. Da R. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Estimating biomass consumption and carbon emissions by integrating GEDI | Cui, Liang, Xu, Xitong, Chen, Shengbo | Land Use/Land Cover Classification, Biomass, Carbon, Forests | |
| Estimating carbon fluxes over North America using a physics-constrained deep learning model | Fan, Bin, Zhang, Hankui K., Li, Zhongbin B., Xiao, Jingfeng, Che, Xianghong, Liu, Zhihua, Camps-Valls, Gustau, Chen, Jing M. | Land Use/Land Cover Classification, Reflectance, Anisotropy | |
| Estimating emissions of biogenic volatile organic compounds from urban green spaces and their contributions to secondary pollution | Ma, Jinlong, Wang, Shuai, Chen, GuoChao, Zhu, Shengqiang, Wang, Peng, Chen, Jianmin, Zhang, Hongliang | Land Use/Land Cover Classification | |
| Estimating global anthropogenic CO2 emissions through satellite observations | He, Jia, Huang, Bo | Land Use/Land Cover Classification | |
| Enhancing prediction of wildfire occurrence and behavior in Alaska using | Ahajjam, A., Allgaier, M., Chance, R., Chukwuemeka, E., Putkonen, J., Pasch, T. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Albedo, Anisotropy | |
| Exploiting the modified surface energy balance system (mSEBS) model and | Wang, Linjiang, Wei, Zheng, Zhang, Baozhong, Wang, Yaqi, Zhang, Xiaotao, Chen, Aiqi | Land Use/Land Cover Classification | |
| Exploring potential environmental drivers of migration phenology in two Mongolian Plateau-nesting goose species | Zhang, Junjian, Li, Xianghuang, Deng, Xueqin, Damba, Iderbat, Batbayar, Nyambayar, Xu, Zhenggang, Zhang, Yong, Cao, Lei, Fox, Anthony David | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Evaluation of the performance of multiple reanalysis forcing data in | Xie, Yuxuan, Kong, Dongdong, Zhang, Yongqiang, Zhong, Yulong, Ma, Ning, Gong, Rouyan, Ci, Hui, Xiao, Mingzhong, Gu, Xihui | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Albedo, Anisotropy, Land Use/Land Cover Classification | |
| Diffuse Fertilization or Lack Thereof: A Multisite Synthesis of Water | Schwartz, E., KeppelAleks, G., Steiner, A. L. | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Land Use/Land Cover Classification, Evapotranspiration, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone | |
| Ecohydrological adaptation: A research and management framework for | Thompson, Sally E., Moore, Caitlin E., Xie, Qiaoyun, Ruscadella-Alvarez, Jaume, McGrath, Gavan, Ruthrof, Katinka X. | Land Use/Land Cover Classification | |
| Ecological and hydroclimatic determinants of vegetation water-use strategies | Morgan, Bryn E., Araki, Ryoko, Trugman, Anna T., Caylor, Kelly K. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Dynamics and patterns of land cover change in the Piura River Basin (Peruvian Pacific slope and coast) in the last two decades | Castillon, Fiorela, Rau, Pedro, Bourrel, Luc, Frappart, Frederic | Land Use/Land Cover Classification | |
| Dynamics of Land and Water Resources of South Asia | Rani, Seema, Arzjani, Zahra | Land Use/Land Cover Classification | |
| Dual effects on vegetation caused by urban expansion in global drylands: | Qi, Tao, He, Chunyang, Ren, Qiang, Wang, Yida, Cao, Shengpeng | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Dynamic land-cover maps in the Guangdong-Hong Kong-Macao Greater Bay Area at 30 m spatial resolution, 2000-2022 | Li, Yue, Liu, Qiang, Chen, Shuang, Lv, Lingfeng, Han, Xinpei, Jia, Run, Bu, Lingchen, Zhang, Xiaotong | Land Use/Land Cover Classification | |
| Dynamic monitoring of vegetation phenology on the Qinghai-Tibetan plateau from 2001 to 2020 via the MSAVI and EVI | Zhao, Zhijian, Lu, Chengfang, Tonooka, Hideyuki, Wu, Lei, Lin, Hui, Jiang, Xunyan | Land Use/Land Cover Classification, Reflectance | |
| Emissions from burned structures in wildfires as significant yet unaccounted sources of US air pollution | Tang, Wenfu, Wiedinmyer, Christine, Emmons, Louisa K., Holder, Amara L., Uhl, Johannes H., St. Denis, Lise Ann, Cook, Maxwell, Abolafia-Rosenzweig, Ronnie, He, Cenlin, Barsanti, Kelley C., Leyk, Stefan, Abatzoglou, John T., Balch, Jennifer K., Worden, Helen, Levelt, Pieternel F. | Land Use/Land Cover Classification | |
| Ecological Niche and Potential Geographic Distribution of Aedes aegypti and Aedes albopictus in Northeast Argentina | Martin, Mia Elisa, Stein, Marina, Sangermano, Florencia, Estallo, Elizabet Lilia | Population Density, Land Use/Land Cover Classification | |
| Effectiveness of the world network of biosphere reserves in maintaining forest ecosystem functions | Gohr, Charlotte, von Wehrden, Henrik, Saatchi, Sassan, Pettorelli, Nathalie, Ibisch, Pierre L. | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Reflectance, Total Surface Water | |
| Elevation-Dependent Vegetation Greening and Its Responses to Climate | Mukhtar, Hamza, Yang, Yujia, Xu, Mengjiao, Wu, Jiujiang, Abbas, Sawaid, Wei, Da, Zhao, Wei | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Emissions from agricultural fires in India: field measurements of climate relevant aerosol chemical and optical properties | Kapoor, Taveen Singh, Anurag, Gupta, Navinya, Chimurkar, Lonkar, Saurabh, Yadav, Kajal, Raman, Ramya Sunder, Venkataraman, Chandra, Phuleria, Harish C. | Land Use/Land Cover Classification |