N: 90 S: -90 E: 180 W: -180
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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 multiyear gridded data ensemble of surface biogenic carbon fluxes for North America: Evaluation and analysis of results | Zhou, Yu, Williams, Christopher A., Lauvaux, Thomas, Davis, Kenneth J., Feng, Sha, Baker, Ian, Denning, Scott, Wei, Yaxing | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff, Primary Production, Land Use/Land Cover Classification, Carbon, Soil Ph, Cation Exchange Capacity, Soil Bulk Density, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Ecosystems, Afforestation/Reforestation, Forests | |
| A gridded inventory of anthropogenic methane emissions from Mexico based on Mexico's national inventory of greenhouse gases and compounds | Scarpelli, Tia R, Jacob, Daniel J, Octaviano Villasana, Claudia A, Ramirez Hernandez, Irma F, Cardenas Moreno, Paulina R, Cortes Alfaro, Eunice A, Garcia Garcia, Miguel A, Zavala-Araiza, Daniel | Land Use/Land Cover Classification | |
| A global empirical re-assessment of the Environmental Kuznets curve for | Caravaggio, Nicola | Land Use/Land Cover Classification | |
| Analise sazonal dos parametros biofisicos utilizando o sensor MODIS para o estado de Alagoas | Santos, Felipe Souza dos, Gomes, Heliofabio Barros, Barros, Glauber Vinicius Pinto de, Alves, Laurizio Emanuel Ribeiro, Silva, Djane Fonseca da, Costa, Rafaela Lisboa, Silva, Fabricio Daniel dos Santos, Oliveira Junior, Jose Francisco de | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| An lswi-based method for mapping irrigated areas in china using moderate-resolution satellite data | Xiang, Kunlun, Yuan, Wenping, Wang, Liwen, Deng, Yujiao | Land Use/Land Cover Classification, Reflectance | |
| An Operational Split-Window Algorithm for Retrieving Land Surface | Li, Ruibo, Li, Hua, Sun, Lin, Yang, Yikun, Hu, Tian, Bian, Zunjian, Cao, Biao, Du, Yongming, Liu, Qinhuo | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| An evaluation of eight machine learning regression algorithms for forest aboveground biomass estimation from multiple satellite data products | Zhang, Yuzhen, Ma, Jun, Liang, Shunlin, Li, Xisheng, Li, Manyao | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Annual and monthly analysis of surface urban heat island intensity with respect to the local climate zones in Budapest | Dian, Csenge, Pongracz, Rita, Dezso, Zsuzsanna, Bartholy, Judit | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Assessing the spatiotemporal variation of NPP and its response to driving factors in Anhui province, China | Yang, Hongfei, Hu, Dandan, Xu, Hao, Zhong, Xuanning | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Assessment of NDVI variations in responses to climate change in the Horn of Africa | Ghebrezgabher, Mihretab G., Yang, Taibao, Yang, Xuemei, Eyassu Sereke, Temesghen | Land Use/Land Cover Classification | |
| Assessment of soil erosion risk and its response to climate change in the mid-Yarlung Tsangpo River region | Wang, Li, Zhang, Fan, Fu, Suhua, Shi, Xiaonan, Chen, Yao, Jagirani, Muhammad Dodo, Zeng, Chen | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Assessment of uncertainty sources in snow cover simulation in the Tibetan Plateau | Jiang, Yingsha, Chen, Fei, Gao, Yanhong, He, Cenlin, Barlage, Michael, Huang, Wubin | Land Use/Land Cover Classification | |
| Analysis of response and recovery of vegetation to forest fire | Gong, A., Li, J., Yang, Y., Chen, Y., Zeng, T., Wu, J., Li, J., Chen, Y., Tang, H., Yue, J. | Land Use/Land Cover Classification | |
| Assessing and modelling vulnerability to dengue in the Mekong Delta of | Pham, Nga T.T., Nguyen, Cong T., Vu, Hoa H. | Land Use/Land Cover Classification | |
| Assessing terrestrial ecosystem resilience using satellite leaf area index | Wu, Jinhui, Liang, Shunlin | Land Use/Land Cover Classification | |
| Are Vegetation Dynamics Impacted from a Nuclear Disaster? The Case of Chernobyl Using Remotely Sensed NDVI and Land Cover Data | Gemitzi, Alexandra | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Assessing agricultural vulnerability to drought in a heterogeneous environmentA remote sensing-based approach | Faridatul, Mst Ilme, Ahmed, Bayes | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Analysis of drought impact on croplands from global to regional scaleA remote sensing approach | Ghazaryan, Gohar, Konig, Simon, Rezaei, Ehsan, Siebert, Stefan, Dubovyk, Olena | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration, Latent Heat Flux | |
| Analysis of multifractal and organization/order structure in Suomi-NPP VIIRS normalized difference vegetation index series of wildfire affected and unaffected sites by ... | Ba, Rui, Song, Weiguo, Lovallo, Michele, Lo, Siuming, Telesca, Luciano | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Application of aerosol classification methods based on AERONET version 3 product over eastern Mediterranean and Black Sea | Ozdemir, Esra, Tuna Tuygun, Gizem, Elbir, Tolga | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Land Use/Land Cover Classification | |
| Anthropogenic forcing exacerbating the urban heat islands in India | Raj, Sarath, Paul, Saikat Kumar, Chakraborty, Arun, Kuttippurath, Jayanarayanan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Total Surface Precipitation Rate, Land Surface Temperature, Emissivity, Aerosol Optical Depth/Thickness, Land Use/Land Cover Classification | |
| An Adaptive and Extensible System for Satellite-Based, Large Scale Burnt Area Monitoring in Near-Real Time | Nolde, Michael, Plank, Simon, Riedlinger, Torsten | Reflectance, Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| An ecological history of the relict genetic lineage of Arabidopsis thaliana | Toledo, Bernardo, Marcer, Arnald, Mendez-Vigo, Belen, Alonso-Blanco, Carlos, Pico, F. Xavier | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Bare Earth's Surface Spectra as a Proxy for Soil Resource Monitoring | Dematte, Jose A. M., Safanelli, Jose Lucas, Poppiel, Raul Roberto, Rizzo, Rodnei, Silvero, Nelida Elizabet Quinonez, Mendes, Wanderson de Sousa, Bonfatti, Benito Roberto, Dotto, Andre Carnieletto, Salazar, Diego Fernando Urbina, Mello, Fellipe Alcantara de Oliveira, Paiva, Ariane Francine da Silveira, Souza, Arnaldo Barros, Santos, Natasha Valadares dos, Maria Nascimento, Claudia, Mello, Danilo Cesar de, Bellinaso, Henrique, Gonzaga Neto, Luiz, Amorim, Merilyn Taynara Accorsi, Resende, Maria Eduarda Bispo de, Vieira, Julia da Souza, Queiroz, Louise Gunter de, Gallo, Bruna Cristina, Sayao, Veridiana Maria, Lisboa, Caroline Jardim da Silva | Land Use/Land Cover Classification | |
| Choosing pasture mapsAn assessment of pasture land classification definitions and a case study of Brazil | Oliveira, Julianne, Campbell, Eleanor E., Lamparelli, Rubens A.C., Figueiredo, Gleyce K.D.A., Soares, Johnny R., Jaiswal, Deepak, Monteiro, Leonardo A., Vianna, Murilo S., Lynd, Lee R., Sheehan, John J. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Vegetation Index, Deciduous Vegetation, Reflectance |