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 |
|---|---|---|---|
| Improving crop condition monitoring using phenologically aligned | Zhao, Haoteng, Gao, Feng, Anderson, Martha, Cirone, Richard, Chang, Geba Jisung | Land Use/Land Cover Classification | |
| Improved evapotranspiration estimation using the Penman-Monteith | Jawad, Muhammad, Behrangi, Ali, Farmani, Mohammad Ali, Qiu, Yuan, Sohi, Hossein Yousefi, Gupta, Aniket, Niu, Guo-Yue | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification | |
| Improved global estimates of terrestrial evapotranspiration using the MODIS and VIIRS sensors | Endsley, K. Arthur, Zhao, Maosheng, Kimball, John S., Albrethsen, Tyler, Devadiga, Sadashiva | Albedo, Anisotropy, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Reflectance, Topographical Relief Maps, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Improvement of land surface phenology monitoring by fusing VIIRS | Gao, Shuai, Zhang, Xiaoyang, Shen, Yu, Tran, Khuong H., Ye, Yongchang, Liu, Yuxia | Land Use/Land Cover Classification, Plant Phenology, Plant Phenological Changes | |
| Impact of groundwater overextraction and agricultural irrigation on | Yan, Heng, Xie, Zhenghui, Jia, Binghao, Li, Ruichao, Wang, Longhuan, Tian, Yuhang, You, Yanbin | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy, Shortwave Radiation, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| Impact Matters: Detection and Early Warning of Agriculturally Impactful | Mohammadi, Koushan, Wang, Guiling | Land Use/Land Cover Classification, 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, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Identifying surface sulphur dioxide (SO2) monitoring gaps in Saint John, Canada with land use regression and hot spot mapping | Siu, Tsz Kin, Greene, Christopher S., Fong, Kelvin C. | Land Use/Land Cover Classification, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | |
| Impacts of Typhoon-Induced Heavy Rainfall on the Dynamic of Particulate Organic Matter in a Semi Enclosed Bay With Multiple River Inputs | Li, Shanshan, Liang, Shengkang, Yang, Yanqun, Xu, Zehao, Yu, Xihua, Zhang, Mingzheng, Li, Hongguan, Ma, Haoyang | Land Use/Land Cover Classification | |
| Impact of Urbanization on Surface Temperature in Morocco: A Multi-City Comparative Study | Lachkham, Mohamed Amine, Bounoua, Lahouari, Ed-dahmany, Noura, Yacoubi Khebiza, Mohammed | Land Use/Land Cover Classification | |
| 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 | |
| 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 | |
| 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, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone | |
| 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) | |
| Digital mapping of peat thickness and carbon stock of global peatlands | Widyastuti, Marliana Tri, Minasny, Budiman, Padarian, Jose, Maggi, Federico, Aitkenhead, Matt, Beucher, Amelie, Connolly, John, Fiantis, Dian, Kidd, Darren, Ma, Yuxin, Macfarlane, Fraser, Robb, Ciaran, Rudiyanto, Setiawan, Budi I., Taufik, Muh | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | |
| Direct and indirect effects of spring phenology on forest transpiration | Wang, Lvlv, She, Dunxian, Yang, Yuting, Meng, Lin, Xia, Jun | 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, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| 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 | |
| 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) | |
| 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 | |
| Dynamics of Land and Water Resources of South Asia | Rani, Seema, Arzjani, Zahra | Land Use/Land Cover Classification | |
| 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 | |
| Ecosystem leaf area, gross primary production, and evapotranspiration responses to wildfire in the Columbia River basin | Shi, Mingjie, McDowell, Nate, Huang, Huilin, Zahura, Faria, Li, Lingcheng, Chen, Xingyuan | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux | |
| Determining the influence of meteorological, environmental, and | Mousavi, Seyed Mohsen, Dinan, Naghmeh Mobarghaee, Khoshbakht, Korous, Ansarifard, Saeed, Sonnentag, Oliver, Naghibi, Amir | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Emissivity, Land Surface Temperature | |
| Deforestation Increases Vegetation Vulnerability to Drought Across | Xiao, Chenwei, Zaehle, Sonke, Sitch, Stephen, Duveiller, Gregory, PabonMoreno, Daniel E., Walker, Anthony P., Knauer, Jurgen, Maignan, Fabienne, Schmullius, Christiane, Bastos, Ana | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |