N: 90 S: -90 E: 180 W: -180
Error message
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 |
|---|---|---|---|
| A dataset on metal-related production activities and their socio-environmental impacts in Canada | Pellan, Marin, Greffe, Titouan, Majeau-Bettez, Guillaume, de Bortoli, Anne | Land Use/Land Cover Classification | |
| A Framework for Assessing the Habitat Correlates of Spatially Explicit Population Trends | Stillman, Andrew N., Davis, Courtney L., Dunham, Kylee D., RuizGutierrez, Viviana, Rodewald, Amanda D., Johnston, Alison, Auer, Tom, StrimasMackey, Matt, Ligocki, Shawn, Fink, Daniel | Land Use/Land Cover Classification | |
| A comparison of drought indices for crop yield loss detection: The role | Holwerda, Friso, Salazar-Martinez, Diego, Holmes, Thomas R.H., Hain, Christopher R., Anderson, Martha C. | Evapotranspiration, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, 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 | |
| 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 | |
| Development of an enhanced hybrid piecewise logistic model for | Ye, Yongchang, Zhang, Xiaoyang, Wang, Jianmin, Tran, Khuong H., Liu, Yuxia, Shen, Yu, Gao, Shuai, An, Shuai | Land Use/Land Cover Classification, Reflectance, Enhanced Vegetation Index (EVI), Anisotropy, Albedo, Plant Phenology, Ecosystems, Food Security, Conservation, Sustainability, Climate Adaptation | |
| 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 | |
| Disproportionately large impacts of wildland-urban interface fire emissions on global air quality and human health | Tang, Wenfu, Emmons, Louisa K., Wiedinmyer, Christine, Partha, Debatosh B., Huang, Yaoxian, He, Cenlin, Zhang, Junzhe, Barsanti, Kelley C., Gaubert, Benjamin, Jo, Duseong S., Zhang, Jun, Buchholz, Rebecca, Tilmes, Simone, Vitt, Francis, Granier, Claire, Worden, Helen M., Levelt, Pieternel F. | Population Density, Land Use/Land Cover Classification | |
| Distribution and characteristics of lightning-ignited wildfires in boreal foreststhe BoLtFire database | Engle, Brittany, Bratoev, Ivan, Crowley, Morgan A., Zhu, Yanan, Senf, Cornelius | Land Use/Land Cover Classification, Land Surface/Agriculture Indicators, Plant Phenology, Vegetation Cover, Enhanced Vegetation Index (EVI) | |
| Detecting oil palm plantations and mangroves overlooked by IGBP land-cover products with ground-truthing from the sky across Southeast Asia | Myint, Yadanar Ye, Percival, Joseph Emile Honour, Kitajima, Kaoru | Land Use/Land Cover Classification | |
| Divergent global land change scenarios from 2001 to 2019 | Peng, Siqi, Zhang, Xiao, Liu, Liangyun | Land Use/Land Cover Classification, Forest Management, Agriculture Production, Landscape Management, Land Use Classes, Land Use Classes | |
| Divergent Impacts of Precipitation Regimes on Autumn Phenology in the Northern Hemisphere Mid to HighLatitudes | Nie, Yangjing, Wu, Zhaofei, Chen, Shouzhi, Xu, Yue, Gong, Yufeng, Wang, Hongzhou, Xiao, Yi, Liu, Zunchi, Fu, Yongshuo H. | Land Use/Land Cover Classification | |
| Does within-biome drought sensitivity reflect patterns across biomes? | Hedberg, Sydney L., Dao, Phuong D., Knapp, Alan K. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | |
| 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) | |
| Does log export ban policy a good strategy to fight deforestation? | Zerbo, Mouhamed | Land Use/Land Cover Classification | |
| Divergent Seasonal Biophysical Effects Induced by the Three Gorges | Li, Hongbin, Wang, Weiguang, Liu, Guoshuai, Castelli, Fabio, Forzieri, Giovanni | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux, Albedo, Anisotropy | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 |