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 |
|---|---|---|---|
| Relationship between hydroclimatic variables and reservoir wetland landscape pattern indicesA case study of the Sanmenxia Reservoir wetland on the Yellow River, China | Yang, Heng, Wang, Jianhua, Xiao, Weihua, Lu, Fan, Wang, Yan, JarsjO, Jerker | Land Use/Land Cover Classification | |
| Remote sensing and social sensing for socioeconomic systems: A comparison study between nighttime lights and location-based social media at the 500 m ... | Zhao, Naizhuo, Cao, Guofeng, Zhang, Wei, Samson, Eric L., Chen, Yong | Population Density, Land Use/Land Cover Classification | |
| Reconstruction of high-temporal-and high-spatial-resolution reflectance datasets using difference construction and bayesian unmixing | Yang, Lei, Song, Jinling, Han, Lijuan, Wang, Xin, Wang, Jing | Land Use/Land Cover Classification, Reflectance, Anisotropy | |
| Reconstruction of spatiotemporally continuous MODIS-band reflectance in east and south Asia from 2012 to 2015 | Gao, Bo, Gong, Huili, Zhou, Jie, Wang, Tianxing, Liu, Yuanyuan, Cui, Yaokui | Land Use/Land Cover Classification, Reflectance, Albedo, Anisotropy | |
| Persistent Vegetation Greening and Browning Trends Related to Natural | Wanyama, Dan, Moore, Nathan J., Dahlin, Kyla M. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Periodic Relations between Terrestrial Vegetation and Climate Factors | Liang, Boyi, Liu, Hongyan, Chen, Xiaoqiu, Zhu, Xinrong, Cressey, Elizabeth L., Quine, Timothy A. | Land Use/Land Cover Classification | |
| Plant hydraulic stress strategy improves model predictions of the response of gross primary productivity to drought across China | Wu, Haohao, Fu, Congsheng, Wu, Huawu, Zhang, Lingling | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Photosynthesis, Primary Production, Vegetation Productivity | |
| Predicting long-term dynamics of soil salinity and sodicity on a global | Hassani, Amirhossein, Azapagic, Adisa, Shokri, Nima | Land Use/Land Cover Classification, Vegetation Index, Plant Phenology, Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes, Enhanced Vegetation Index (EVI) | |
| Quantitative analysis of the links between forest structure and land | Alibakhshi, Sara, Naimi, Babak, Hovi, Aarne, Crowther, Thomas W., Rautiainen, Miina | Land Use/Land Cover Classification | |
| Recent warming of Tonle Sap Lake, Cambodia: Implications for one of the worlds most productive inland fisheries | Daly, Kensey, Ahmad, Shahryar K., Bonnema, Matthew, Beveridge, Claire, Hossain, Faisal, Nijssen, Bart, Holtgrieve, Gordon | Land Use/Land Cover Classification | |
| Recent wildfires in Central ChileDetecting links between burned areas and population exposure in the wildland urban interface | Sarricolea, Pablo, Serrano-Notivoli, Roberto, Fuentealba, Magdalena, Hernandez-Mora, Marina, de la Barrera, Francisco, Smith, Pamela, Meseguer-Ruiz, Oliver | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Re-understanding of land surface albedo and related terms in satellite-based retrievals | Shuai, Yanmin, Tuerhanjiang, Latipa, Shao, Congying, Gao, Feng, Zhou, Yuyu, Xie, Donghui, Liu, Tao, Liang, Ji, Chu, Nan | Land Use/Land Cover Classification, Reflectance, Anisotropy, Albedo | |
| Monitoring land cover change detection with NOAA-AVHRR and MODIS remotely sensed data in the North and West of Africa from 1982 to 2015 | Henchiri, Malak, Ali, Shahzad, Essifi, Bouajila, Kalisa, Wilson, Zhang, Sha, Bai, Yun | Land Use/Land Cover Classification | |
| Open Data and Machine Learning to Model the Occurrence of Fire in the | Barreto, Joan Sebastian, Armenteras, Dolors | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Observing Snow Cover and Water Resource Changes in the High Mountain | Notarnicola, Claudia | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Monitoring Crop Growth During the Period of the Rapid Spread of COVID-19 | Wang, Yan, Peng, Dailiang, Yu, Le, Zhang, Yaqiong, Yin, Jie, Zhou, Leilei, Zheng, Shijun, Wang, Fumin, Li, Cunjun | Land Use/Land Cover Classification, Reflectance | |
| Monitoring droughts in the greater Changbai Mountains using multiple remote sensing-based drought indices | Han, Yang, Li, Ziying, Huang, Chang, Zhou, Yuyu, Zong, Shengwei, Hao, Tianyi, Niu, Haofang, Yao, Haiyan | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature, Total Surface Precipitation Rate | |
| Monitoring for changes in spring phenology at both temporal and spatial scales based on MODIS lst data in south korea | Lim, Chi Hong, Jung, Song Hie, Kim, A Reum, Kim, Nam Shin, Lee, Chang Seok | Land Use/Land Cover Classification, Reflectance | |
| Nearly Half of Global Vegetated Area Experienced Inconsistent Vegetation | Ding, Zihan, Peng, Jian, Qiu, Sijing, Zhao, Yan | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Land Use/Land Cover Classification | |
| Multi-Source Remote Sensing Data Product Analysis: Investigating | Sakti, Anjar Dimara, Fauzi, Adam Irwansyah, Wilwatikta, Felia Niwan, Rajagukguk, Yoki Sepwanto, Sudhana, Sonny Adhitya, Yayusman, Lissa Fajri, Syahid, Luri Nurlaila, Sritarapipat, Tanakorn, Principe, Jeark A., Trang, Nguyen Thi Quynh, Sulistyawati, Endah, Utami, Inggita, Arief, Candra Wirawan, Wikantika, Ketut | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Total Surface Water, Evapotranspiration, Latent Heat Flux | |
| Monitoring the detailed dynamics of regional thermal environment in a developing urban agglomeration | Liu, Yue, Li, Hui, Gao, Peng, Zhong, Cheng | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Multiple factors influence the consistency of cropland datasets in Africa | Wei, Yanbing, Lu, Miao, Wu, Wenbin, Ru, Yating | Land Use/Land Cover Classification | |
| The role of geography, environment, and genetic divergence on the | Dahal, Nishma, Kumar, Sunil, Noon, Barry R., Nayak, Rajat, Lama, Rinzin Phunjok, Ramakrishnan, Uma | Land Use/Land Cover Classification | |
| The Carbon Cycle Influence on Tornadoes | Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Brightness Temperature, Photosynthesis, Primary Production, Vegetation Productivity, Land Use/Land Cover Classification, Brightness Temperature, Microwave Imagery, Air Temperature, Carbon Monoxide, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Geopotential Height, Methane, Outgoing Longwave Radiation, Atmospheric Ozone, Total Precipitable Water, Sea Surface Temperature, Surface Pressure, Surface Temperature, Sulfur Dioxide, Tropopause, Tropospheric Ozone, Upper Air Temperature, Water Vapor Profiles, Cloud Liquid Water/Ice | ||
| Spatially non-stationary effect of underlying driving factors on surface urban heat islands in global major cities | Li, Long, Zha, Yong, Zhang, Jiahua | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Albedo, Anisotropy |