N: 90 S: -90 E: 180 W: -180
Description
The MOD44B Version 6 data product was decommissioned on July 31, 2023. Users are encouraged to use the MOD44B Version 6.1 data product.
The MOD44B Version 6 Vegetation Continuous Fields (VCF) yearly product is a global representation of surface vegetation cover as gradations of three ground cover components: percent tree cover, percent non-tree cover, and percent non-vegetated (bare). VCF products provide a continuous, quantitative portrayal of land surface cover at 250 meter (m) pixel resolution, with a sub-pixel depiction of percent cover in reference to the three ground cover components. The sub-pixel mixture of ground cover estimates represents a revolutionary approach to the characterization of vegetative land cover that can be used to enhance inputs to environmental modeling and monitoring applications.
The MOD44B data product layers include percent tree cover, percent non-tree cover, percent non-vegetated, cloud cover, and quality indicators. The start date of the annual period for this product begins with day of year (DOY) 65 (March 6 except for leap year which corresponds to March 5).
Known Issues
- 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.
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File Naming Convention
The file name begins with the Product Short Name (MOD44B) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2002065), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h23v10), the Version of the data collection (006), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2017080223223), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
DATA PRODUCT SPECIFICATION
PRODUCT QUALITY ASSESSMENT
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Model-driven estimation of closed and open shrublands live fuel moisture content | Lai, Gengke, Quan, Xingwen, Yebra, Marta, He, Binbin | Land Use/Land Cover Classification, Reflectance, Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Prevalence and drivers of abrupt vegetation shifts in global drylands | Berdugo, Miguel, Gaitan, Juan J., Delgado-Baquerizo, Manuel, Crowther, Thomas W., Dakos, Vasilis | 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, Plant Phenology | |
| Monitoring ecological and environmental stress patterns over the past two decades in the Mekong River basin | Li, Yubin, Schaffer-Smith, Danica, Myint, Soe W., Zhu, Yuanhui | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| More than a safety net: Ethiopia's flagship public works program increases tree cover | Hirvonen, Kalle, Machado, Elia A., Simons, Andrew M., Taraz, Vis | Boundaries, Population Estimates, Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa | Kucuk, Caglar, Koirala, Sujan, Carvalhais, Nuno, Miralles, Diego G., Reichstein, Markus, Jung, Martin | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| MODIS Vegetation Continuous Fields tree cover needs calibrating in tropical savannas | Adzhar, Rahayu, Kelley, Douglas I., Dong, Ning, George, Charles, Torello Raventos, Mireia, Veenendaal, Elmar, Feldpausch, Ted R., Phillips, Oliver L., Lewis, Simon L., Sonke, Bonaventure, Taedoumg, Herman, Schwantes Marimon, Beatriz, Domingues, Tomas, Arroyo, Luzmila, Djagbletey, Gloria, Saiz, Gustavo, Gerard, France | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Small but visible: Predicting rare bryophyte distribution and richness patterns using remote sensing-based ensembles of small models | Cerrejon, Carlos, Valeria, Osvaldo, Munoz, Jesus, Fenton, Nicole J. | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | |
| Seeing roots from space: aboveground fingerprints of root depth in vegetation sensitivity to climate in dry biomes | Kuhn, Nicola, Spiegel, Marcus P, Tovar, Carolina, Willis, Katherine J, Macias-Fauria, Marc | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Reflectance, 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) | |
| Reference Data Accuracy Impacts Burned Area Product Validation: The Role | Franquesa, Magi, Rodriguez-Montellano, Armando M., Chuvieco, Emilio, Aguado, Inmaculada | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | |
| Random forest modelling of multiscale, multispecies habitat associations within KAZA transfrontier conservation area using spoor data | Searle, Charlotte E., Kaszta, Zaneta, Bauer, Dominik T., Kesch, Kristina, Hunt, Jane E., MandisodzaChikerema, Roseline, Flyman, Michael V., Macdonald, David W., Dickman, Amy J., Loveridge, Andrew J., Cushman, Samuel A. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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, Land Use/Land Cover Classification | |
| The Coupling of Soil Water and Leaf Phenology Observed by Satellite During Australian Bushfires in 20192020 | Liu, Yuqing, Shi, Wenzhong, Zhang, Min, Hao, Ming, Zhang, Hua, Sun, Yangjie | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Terrain Elevation, Total Surface Precipitation Rate, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Evapotranspiration, Latent Heat Flux, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal Assessment of Forest Fire Vulnerability in China Using Automated Machine Learning | Ren, Hongge, Zhang, Li, Yan, Min, Chen, Bowei, Yang, Zhenyu, Ruan, Linlin | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Using camera trap bycatch data to assess habitat use and the influence of human activity on African elephants (Loxodonta africana) in Kasungu National Park ... | Davis, Robert S., Gentle, Louise K., Mgoola, William O., Stone, Emma L., Uzal, Antonio, Yarnell, Richard W. | 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 | |
| Thirty-eight years of CO2 fertilization has outpaced growing aridity to drive greening of Australian woody ecosystems | Rifai, Sami W., De Kauwe, Martin G., Ukkola, Anna M., Cernusak, Lucas A., Meir, Patrick, Medlyn, Belinda E., Pitman, Andy J. | Reflectance, Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Tropical tree growth driven by dry-season climate variability | Zuidema, Pieter A., Babst, Flurin, Groenendijk, Peter, Trouet, Valerie, Abiyu, Abrham, Acuna-Soto, Rodolfo, Adenesky-Filho, Eduardo, Alfaro-Sanchez, Raquel, Aragao, Jose Roberto Vieira, Assis-Pereira, Gabriel, Bai, Xue, Barbosa, Ana Carolina, Battipaglia, Giovanna, Beeckman, Hans, Botosso, Paulo Cesar, Bradley, Tim, Brauning, Achim, Brienen, Roel, Buckley, Brendan M., Camarero, J. Julio, Carvalho, Ana, Ceccantini, Gregorio, Centeno-Erguera, Librado R., Cerano-Paredes, Julian, Chavez-Duran, Alvaro Agustin, Cintra, Bruno Barcante Ladvocat, Cleaveland, Malcolm K., Couralet, Camille, DArrigo, Rosanne, del Valle, Jorge Ignacio, Dunisch, Oliver, Enquist, Brian J., Esemann-Quadros, Karin, Eshetu, Zewdu, Fan, Ze-Xin, Ferrero, M. Eugenia, Fichtler, Esther, Fontana, Claudia, Francisco, Kainana S., Gebrekirstos, Aster, Gloor, Emanuel, Granato-Souza, Daniela, Haneca, Kristof, Harley, Grant Logan, Heinrich, Ingo, Helle, Gerd, Inga, Janet G., Islam, Mahmuda, Jiang, Yu-mei, Kaib, Mark, Khamisi, Zakia Hassan, Koprowski, Marcin, Kruijt, Bart, Layme, Eva, Leemans, Rik, Leffler, A. Joshua, Lisi, Claudio Sergio, Loader, Neil J., Locosselli, Giuliano Maselli, Lopez, Lidio, Lopez-Hernandez, Maria I., Lousada, Jose Luis Penetra Cerveira, Mendivelso, Hooz A., Mokria, Mulugeta, Montoia, Valdinez Ribeiro, Moors, Eddy, Nabais, Cristina, Ngoma, Justine, Nogueira Junior, Francisco de Carvalho, Oliveira, Juliano Morales, Olmedo, Gabriela Morais, Pagotto, Mariana Alves, Panthi, Shankar, Perez-De-Lis, Gonzalo, Pucha-Cofrep, Darwin, Pumijumnong, Nathsuda, Rahman, Mizanur, Ramirez, Jorge Andres, Requena-Rojas, Edilson Jimmy, Ribeiro, Adauto de Souza, Robertson, Iain, Roig, Fidel Alejandro, Rubio-Camacho, Ernesto Alonso, Sass-Klaassen, Ute, Schongart, Jochen, Sheppard, Paul R., Slotta, Franziska, Speer, James H., Therrell, Matthew D., Toirambe, Benjamin, Tomazello-Filho, Mario, Torbenson, Max C. A., Touchan, Ramzi, Venegas-Gonzalez, Alejandro, Villalba, Ricardo, Villanueva-Diaz, Jose, Vinya, Royd, Vlam, Mart, Wils, Tommy, Zhou, Zhe-Kun | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | |
| A hybrid correlative-mechanistic approach for modeling winter | McClure, Meredith L., Haase, Catherine G., Hranac, Carter Reed, Hayman, David T. S., Dickson, Brett G., McGuire, Liam P., Crowley, Daniel, Fuller, Nathan W., Lausen, Cori L., Plowright, Raina K., Olson, Sarah H. | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | |
| A model for urban biogenic CO2 fluxes: Solar-Induced Fluorescence for Modeling Urban biogenic Fluxes (SMUrF v1) | Wu, Dien, Lin, John C., Duarte, Henrique F., Yadav, Vineet, Parazoo, Nicholas C., Oda, Tomohiro, Kort, Eric A. | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| A long-term estimation of biogenic volatile organic compound (BVOC) emission in China from 20012016: the roles of land cover change and climate ... | Wang, Hui, Wu, Qizhong, Guenther, Alex B., Yang, Xiaochun, Wang, Lanning, Xiao, Tang, Li, Jie, Feng, Jinming, Xu, Qi, Cheng, Huaqiong | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover | |
| Applying a Complex Integrated Method for Mapping and Assessment of the Degraded Ecosystem Hotspots from Romania | Avram, Sorin, Ontel, Irina, Gheorghe, Carmen, Rodino, Steliana, Rosca, Sanda | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | |
| Application and evaluation of a deep learning architecture to urban tree canopy mapping | Wang, Zhe, Fan, Chao, Xian, Min | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | |
| ASCAT IB: A radar-based vegetation optical depth retrieved from the | Liu, Xiangzhuo, Wigneron, Jean-Pierre, Fan, Lei, Frappart, Frederic, Ciais, Philippe, Baghdadi, Nicolas, Zribi, Mehrez, Jagdhuber, Thomas, Li, Xiaojun, Wang, Mengjia, Bai, Xiaojing, Moisy, Christophe | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), 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), Photosynthetically Active Radiation | |
| Analyzing NPP Response of Different Rangeland Types to Climatic Parameters over Mongolia | Nanzad, Lkhagvadorj, Zhang, Jiahua, Batdelger, Gantsetseg, Pangali Sharma, Til Prasad, Koju, Upama Ashish, Wang, Jingwen, Nabil, Mohsen | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Agroforestry environment, potentiality and risk in India: a remote sensing and GIS understanding | Ahmad, Firoz, Uddin, Md Meraj, Goparaju, Laxmi, Talukdar, Nazimur Rahman, Rizvi, Javed | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | |
| A phytolith supported biosphere-hydrosphere predictive model for Southern Ethiopia: Insights into paleoenvironmental changes and human landscape preferences since the last glacial maximum | Fischer, Markus L., Bachofer, Felix, Yost, Chad L., Bludau, Ines J. E., Schepers, Christian, Foerster, Verena, Lamb, Henry, Schabitz, Frank, Asrat, Asfawossen, Trauth, Martin H., Junginger, Annett | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | |
| Bird communities in African cocoa agroforestry are diverse but lack specialized insectivores | Jarrett, Crinan, Smith, Thomas B., Claire, Tabe T. R., Ferreira, Diogo F., Tchoumbou, Melanie, Elikwo, Malange N. F., Wolfe, Jared, Brzeski, Kristin, Welch, Andreanna J., Hanna, Rachid, Powell, Luke L. | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification |