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 |
|---|---|---|---|
| Atmospheric boundary layer heat budget and its urban-rural differences | Huang, Qianyue, Zhang, Yuanjie, Xin, Jialing, Li, Yubin, Qin, Yue, Wang, Linlin | Land Use/Land Cover Classification | |
| Benchmarking transferable evapotranspiration against physical models: Uncertainty analysis of machine learning quasi-observation across Central Asias plant functional types and climate zones | Ochege, Friday Uchenna, Yuan, Xiuliang, Tabari, Hossein, Hamdi, Rafiq, Luo, Geping | Land Use/Land Cover Classification | |
| Aura Ozone Monitoring Instrument (OMI) Collection 4 Formaldehyde | Ayazpour, Zolal, Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Sun, Kang, Kwon, HyeongAhn, Chan Miller, Christopher, Chong, Heesung, Wang, Huiqun, Liu, Xiong, Chance, Kelly, OSullivan, Ewan, Zhu, Lei, Vigouroux, Corinne, De Smedt, Isabelle, Stremme, Wolfgang, Hannigan, James W., Notholt, Justus, Sun, Xiaoyu, Palm, Mathias, Petri, Cristof, Strong, Kimberly, Rohling, Amelie N., Mahieu, Emmanuel, Smale, Dan, Te, Yao, Morino, Isamu, Murata, Isao, Nagahama, Tomoo, Kivi, Rigel, Makarova, Maria, Jones, Nicholas, Sussmann, Ralf, Zhou, Minqiang | Cloud Fraction, Cloud Top Pressure, Albedo, Anisotropy, Reflectance, Formaldehyde, Carbon And Hydrocarbon Compounds, ULTRAVIOLET RADIANCE, Solar Irradiance, Geopotential Height, Altitude, Surface Temperature, Skin 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, 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, Land Use/Land Cover Classification | |
| Bayesian Calibration of Management Practices for a Crop Model Implemented in a Subsistence Farming Region | Quintero, Diego, Mishra, Vikalp, Limaye, Ashutosh S., Van Abel, Nicole, Bright Ross, Julius, Rashid, Arif | Land Use/Land Cover Classification | |
| CEDAR-GPP: spatiotemporally upscaled estimates of gross primary productivity incorporating CO2 fertilization | Kang, Yanghui, Bassiouni, Maoya, Gaber, Max, Lu, Xinchen, Keenan, Trevor F. | Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Albedo, Anisotropy, Reflectance, Vegetation Index, Vegetation Cover, Plant Characteristics, Canopy Characteristics, Albedo | |
| Catchment Attributes and MEteorology for Large-Sample SPATially | Knoben, Wouter J. M., Thebault, Cyril, Keshavarz, Kasra, Torres-Rojas, Laura, Chaney, Nathaniel W., Pietroniro, Alain, Clark, Martyn P. | Crop/Plant Yields, Landscape Patterns, Cropland, Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | |
| Characteristics of surface urban heat islands and urban aerosols over middle gangetic plains during agricultural residue burning season of post-monsoon | Sarthi, P. Parth, Singh, Anuradha, Barat, Archisman, Kumar, Prabhat | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Bias Corrections for Species- and Source-Resolved PM2.5 Chemical Transport Model Simulations Using a Geographically Weighted Regression | Skyllakou, Ksakousti, Hernandez, Carlos S., Garcia Rivera, Pablo, Dinkelacker, Brian, Marshall, Julian D., Pope, C.Arden, Robinson, Allen L., Pandis, Spyros N., Adams, Peter J. | Land Use/Land Cover Classification | |
| Biodiversity benefits of China's 20-year efforts in forest restoration | Wang, Bin, Wen, Zhixin, Que, Pinjia, Zhang, Taxing, He, Xingcheng, Yang, Nan, Zhong, Xue, Xu, Yu | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Biodiversity risk assessment and management for infrastructure projects | Xiao, Huiyun, Li, Sheng, Kang, Aili, Corlett, Richard T., Ma, Keping, Shen, Xiaoli | Land Use/Land Cover Classification | |
| Climate challenges in castor bean production: agroclimatic zoning and future prospects for sustainable biofuel | Torsoni, Guilherme Botega, Aparecido, Lucas Eduardo de Oliveira, Lorencone, Joao Antonio, Lorencone, Pedro Antonio, Rolim, Glauco de Souza | Land Use/Land Cover Classification | |
| Climate Change Is Altering Ecosystem Water Use Efficiency in | Green, Tristan, Salvucci, Guido, Friedl, Mark A. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Plant Phenology | |
| Co-benefit of forestation on ozone air quality and carbon storage in South China | Liu, Zehui, Zhou, Mi, Li, Danyang, Song, Tao, Yue, Xu, Lu, Xiao, Zhao, Yuanhong, Zhang, Lin | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Cloud Mask Detection by Combining Active and Passive Remote Sensing Data | He, Chenxi, Wang, Zhitong, Lang, Qin, Feng, Lan, Zhang, Ming, Qin, Wenmin, Tao, Minghui, Wang, Yi, Wang, Lunche | Land Use/Land Cover Classification | |
| Climate change effects on submarine groundwater discharge and regional variations along the Korean Peninsula | Jung, Hahn Chul, Yoon, Yeosang | Land Use/Land Cover Classification | |
| Climatic zoning and future projections of citrus black spot in Brazil: adaptive strategies for sustainable citrus farming in the face of climate change | Torsoni, Guilherme Botega, Aparecido, Lucas Eduardo de Oliveira, Baratti, Ana Claudia Costa, Rossi, Maira Ferreira de Melo, Lorencone, Pedro Antonio, Lorencone, Joao Antonio | Land Use/Land Cover Classification | |
| Climate-Driven Shifts in Bat Distributions Reveal Functional | Liu, Yingying, Geng, Yang, Pan, Yushi, Zeng, Hao, Huang, Zhenglanyi, Taylor, Peter John, Jiang, Tinglei | Land Use/Land Cover Classification | |
| Bridging hosts: Domestic horse density and Hendra virus spillover risk | Linnegar, Belinda, Hoegh, Andrew, McCallum, Hamish, Peel, Alison J. | Land Use/Land Cover Classification | |
| Biome-Specific Responses of GOSIF Gross Primary Productivity to | Gu, Xingli, Zhou, Lei, Liang, Qin'ou, Xu, Enxiang, Chi, Yonggang | Air Temperature, Evapotranspiration, Rain, Soil Moisture/Water Content, Total Runoff, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Carbon accumulation rate peaks at 1,000-m elevation in tropical planted | Su, Yongxian, Li, Xueyan, Zhang, Chaoqun, Yan, Wenting, Ciais, Philippe, Cook-Patton, Susan C., Phillips, Oliver L., Shang, Jiali, Cescatti, Alessandro, Chen, Jing-Ming, Liu, Jane, Chave, Jerome, Doughty, Christopher E., Heinrich, Viola, Tian, Feng, Luo, Yiqi, Liu, Yi, Yu, Zhen, Hao, Dalei, Tao, Shengli, Zhang, Yongguang, Zeng, Zhenzhong, Lafortezza, Raffaele, Huang, Yuanyuan, Fan, Lei, Wang, Xuhui, Qin, Yuanwei, Ran, Qinwei, Yan, Kai, Liu, Xiaoping, Liu, Liyang, Yue, Yuemin, Ren, Jiashun, Yuan, Wenping, Chen, Xiuzhi | Land Use/Land Cover Classification | |
| Can Large-Scale Satellite Products Track the Effects of Atmospheric | Wang, Xiaorong, Guo, Zhengfei, Zhang, Kun, Fu, Zheng, Lee, Calvin K. F., Yang, Dedi, Detto, Matteo, Zhang, Yongguang, Wu, Jin | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Burned area detection and estimation of fire carbon emissions in Canada in 2023 using Landsat 8/9 and Sentinel 2 data | Zhang, Zhaoming, Qi, Baoye, Huang, Shunguo, Long, Tengfei, He, Guojin, Wang, Guizhou, Sun, Ying | Land Use/Land Cover Classification | |
| Comparative analysis of long-term trends and climate sensitivity of spring phenology across forests, shrublands, and grasslands in the middlehigh latitudes of the ... | Zhang, Xiaoyong, Jia, Weiwei, Li, Yang, Luo, Ling, Atkinson, Peter | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| Comparison of three different satellite data on 2D flood modeling using HECRAS (5.0. 7) software and investigating the improvement ability of the RAS Mapper tool | Kaya, Yunus Ziya, Unes, Fatih | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | |
| Comparisons of forest mapping data sets in Sahel and their implications | Zhang, Tong, Liu, Ronggao, Liu, Yang, Wang, Guoqin, Chen, Jilong, Duan, Quan | Land Use/Land Cover Classification |