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 |
|---|---|---|---|
| Cropland Extraction in Southern China from Very High-Resolution Images | Xie, Dehua, Xu, Han, Xiong, Xiliu, Liu, Min, Hu, Haoran, Xiong, Mengsen, Liu, Luo | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Continuity of Global MODIS Terrestrial Primary Productivity Estimates in | Endsley, K. Arthur, Zhao, Maosheng, Kimball, John S., Devadiga, Sadashiva | Vegetation, Soils, Atmospheric Temperature, Precipitation, Terrain Elevation, Biomass, Land Use/Land Cover Classification, Biomass Dynamics, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Forest Composition/Vegetation Structure | |
| Conversion of satellite passive microwave signals to land surface skin temperature for extremely dry deserts | Song, Peilin, Zhao, Tianjie, Zhang, Yongqiang, He, Qingying | Land Use/Land Cover Classification | |
| Phenology of Vegetation in Arid Northwest China Based on Sun-Induced | Chen, Zhizhong, Zan, Mei, Kong, Jingjing, Yang, Shunfa, Xue, Cong | Land Use/Land Cover Classification | |
| Pixel-based unique phenological feature composite method: tackle the | Dai, Jiancheng, Luo, Feng, Chen, Zhipeng, Zhou, Guanghuai, Zeng, Jingwei | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Plant canopies exhibit stronger thermoregulation capability at the | Guo, Zhengfei, Zhang, Kun, Lin, Hua, Majcher, Bartosz M., Lee, Calvin K.F., Still, Christopher J., Wu, Jin | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Pathways of degradation in rangelands in Northern Tanzania show their | Wiethase, Joris H., Critchlow, Rob, Foley, Charles, Foley, Lara, Kinsey, Elliot J., Bergman, Brenda G., Osujaki, Boniface, Mbwambo, Zawadi, Kirway, Paul Baran, Redeker, Kelly R., Hartley, Susan E., Beale, Colin M. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | |
| Phenophase-based comparison of field observations to satellite-based actual evaporation estimates of a natural woodland: miombo woodland, southern ... | Zimba, Henry, Coenders-Gerrits, Miriam, Banda, Kawawa, Schilperoort, Bart, van de Giesen, Nick, Nyambe, Imasiku, Savenije, Hubert H. G. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Plant Phenology, Enhanced Vegetation Index (EVI), Reflectance | |
| Predicting the Distribution and Habitat Suitability of the Smooth-coated Otter (Lutrogale perspicillata) in Lowland Nepal | Acharya, Paras Mani, Thainiramit, Panu, Techato, Kuaanan, Baral, Suraj, Rimal, Naresh, Savage, Melissa, Campos-Arceiz, Ahimsa, Neupane, Dinesh | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability, Land Use/Land Cover Classification | |
| Post-Fire Natural Regeneration Trends in Bolivia: 20012021 | Maillard, Oswaldo | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| On the Detection of Remotely Sensed Soil Moisture Extremes | Leeper, Ronald D., Palecki, Michael A., Watts, Matthew, Diamond, Howard | Land Use/Land Cover Classification | |
| Online Incremental Machine Learning Model For Multi-Sensor and Multi-Temporal Satellite Data: A Case Study of Bangalore | Mittal, Yash, Kumar, Uttam, Aggarwal, Deeksha | Land Use/Land Cover Classification | |
| Net Primary Productivity Estimation of Terrestrial Ecosystems in China with Regard to Saturation Effects and Its Spatiotemporal Evolutionary Impact Factors | Qi, Shuaiyang, Zhang, Huaiqing, Zhang, Meng | Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Carbon, Cation Exchange Capacity, Organic Matter | |
| New Definition Method for Urban and Rural Regions Considering Surrounding Environments of Observation Stations Over South Korea | Park, Tae-Won, Lee, Chan-Gi, Park, Doo-Sun R., Hong, Jin Gi, Oh, Suyeon | Land Use/Land Cover Classification | |
| Nonlinear imprints of forest coverage on the relationships between gross primary production (GPP) and landscape patterns | Gao, Haiqiang, Liu, Shuguang, Feng, Shuailong, Peng, Xi, Ning, Ying, Shi, Yi, Wang, Zhao, Wei, Baojing, Yan, Wende | Land Use/Land Cover Classification | |
| Observed and simulated local climate responses to tropical deforestation | Smith, Callum, Robertson, Eddy, Chadwick, Robin, Kelley, Douglas I, Argles, Arthur P K, Coelho, Caio A S, de Souza, Dayana C, Kubota, Paulo Y, Talamoni, Isabela L, Spracklen, Dominick V, Baker, Jessica C A | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Albedo, Anisotropy, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Use/Land Cover Classification | |
| Mexican Desertic Medicinal Plants: Biology, Ecology, and Distribution | Hernandez-Herrera, Jose Antonio, Valenzuela-Nunez, Luis Manuel, Encina-Dominguez, Juan Antonio, Martinez-Sifuentes, Aldo Rafael, Lara-Reimers, Eduardo Alberto, Navarrete-Molina, Cayetano | Land Use/Land Cover Classification | |
| Mesoscale Influences of Land Use, Topography, Antecedent Rainfall, and Atmospheric Conditions on Summertime Convective Storm Initiation under Weak Synoptic ... | Tracy, Christopher, Mecikalski, John R. | Land Use/Land Cover Classification | |
| Monitoring of carbon-water fluxes at Eurasian meteorological stations | Xie, Mingjuan, Ma, Xiaofei, Wang, Yuangang, Li, Chaofan, Shi, Haiyang, Yuan, Xiuliang, Hellwich, Olaf, Chen, Chunbo, Zhang, Wenqiang, Zhang, Chen, Ling, Qing, Gao, Ruixiang, Zhang, Yu, Ochege, Friday Uchenna, Frankl, Amaury, De Maeyer, Philippe, Buchmann, Nina, Feigenwinter, Iris, Olesen, Jrgen E., Juszczak, Radoslaw, Jacotot, Adrien, Korrensalo, Aino, Pitacco, Andrea, Varlagin, Andrej, Shekhar, Ankit, Lohila, Annalea, Carrara, Arnaud, Brut, Aurore, Kruijt, Bart, Loubet, Benjamin, Heinesch, Bernard, Chojnicki, Bogdan, Helfter, Carole, Vincke, Caroline, Shao, Changliang, Bernhofer, Christian, Brummer, Christian, Wille, Christian, Tuittila, Eeva-Stiina, Nemitz, Eiko, Meggio, Franco, Dong, Gang, Lanigan, Gary, Niedrist, Georg, Wohlfahrt, Georg, Zhou, Guoyi, Goded, Ignacio, Gruenwald, Thomas, Olejnik, Janusz, Jansen, Joachim, Neirynck, Johan, Tuovinen, Juha-Pekka, Zhang, Junhui, Klumpp, Katja, Pilegaard, Kim, Sigut, Ladislav, Klemedtsson, Leif, Tezza, Luca, Hortnagl, Lukas, Urbaniak, Marek, Roland, Marilyn, Schmidt, Marius, Sutton, Mark A., Hehn, Markus, Saunders, Matthew, Mauder, Matthias, Aurela, Mika, Korkiakoski, Mika, Du, Mingyuan, Vendrame, Nadia, Kowalska, Natalia, Leahy, Paul G., Alekseychik, Pavel, Shi, Peili, Weslien, Per, Chen, Shiping, Fares, Silvano, Friborg, Thomas, Tallec, Tiphaine, Kato, Tomomichi, Sachs, Torsten, Maximov, Trofim, di Cella, Umberto Morra, Moderow, Uta, Li, Yingnian, He, Yongtao, Kosugi, Yoshiko, Luo, Geping | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification, Reflectance | |
| Modeling Nitrogen Balance for Pre-Assessment of Surface and Groundwater Nitrate (NO3-N) Contamination from NFertilizer Application Loss: a Case of the Bilate ... | Assa, Bereket Geberselassie, Bhowmick, Anirudh, Cholo, Bisrat Elias | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Modeling the biogenic isoprene emission and its impact on ozone pollution in Zhejiang province, China | Lou, Chenxi, Jiang, Fei, Tian, Xudong, Zou, Qiaoli, Zheng, Yanhua, Shen, Yang, Feng, Shuzhuang, Chen, Jiansong, Zhang, Lingyu, Jia, Mengwei, Xu, Jiawei | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Modeling the intensity of surface urban heat island based on the impervious surface area | Shi, Zitong, Li, Xuecao, Hu, Tengyun, Yuan, Bo, Yin, Peiyi, Jiang, Dabang | Land Surface Temperature, Natural Hazards, Infrastructure, Sustainability, Land Use/Land Cover, Land Use/Land Cover Classification | |
| Modelled direct causes of dust emission change (20012020) in southwestern USA and implications for management | Hennen, Mark, Chappell, Adrian, Webb, Nicholas P. | Land Use/Land Cover Classification, Reflectance, Albedo, Anisotropy | |
| Modelling non-linear deforestation trends for an ecological tension zone in Brazil | Goncalves Sales, Vilane | Land Use/Land Cover Classification | |
| More extreme-heat occurrences related to humidity in China | He, Wenyue, Chen, Huopo | Land Use/Land Cover Classification |