Accurate depiction of the land and water is critical for the production of land surface parameters from remote sensing data products.Certain parameters,including the land surface temperature,active fires and surface r...Accurate depiction of the land and water is critical for the production of land surface parameters from remote sensing data products.Certain parameters,including the land surface temperature,active fires and surface reflectance,can be processed differently when the underlying surface is water as compared with land.Substantial errors in the underlying water mask can then pervade into these products and any products created from them.Historically many global databases have been created to depict global surface water.These databases still fall short of the current needs of the terrestrial remote sensing community working at 250 m spatial resolution.The most recent attempt to address the problem uses the Shuttle Radar Topography Mission(SRTM)data set to create the SRTM Water Body Data set(SWBD 2005).The SWBD represents a good first step but still requires additional work to expand the spatial coverage to include the whole globe and to address some erroneous discontinuities in major river networks.To address this issue a new water mask product has been created using the SWBD in combination with MODIS 250 m data to create a complete global map of surface water at 250 m spatial resolution.This effort is automated and intended to produce a dataset for use in processing of raster data(MODIS and future instruments)and for masking out water in final terrestrial raster data products.This new global dataset is produced from remotely sensed data and provided to the public in digital format,free of charge.The data set can be found on the Global Land Cover Facility(GLCF)website at http://landcover.org.This dataset is expected to be a base set of information to describe the surface of Earth as either land or water which is a fundamental distinction upon which other descriptions can be made.展开更多
Data from the Moderate Resolution Imaging Spectro-radiometer(MODIS)on-board the Earth Observing System Terra and Aqua satellites are processed using a land water mask to determine when an algorithm no longer needs to ...Data from the Moderate Resolution Imaging Spectro-radiometer(MODIS)on-board the Earth Observing System Terra and Aqua satellites are processed using a land water mask to determine when an algorithm no longer needs to be run or when an algorithm needs to follow a different pathway.Entering the fourth reprocessing(Collection 6(C6))the MODIS team replaced the 1 km water mask with a 500 m water mask for improved representation of the continental surfaces.The new water mask represents more small water bodies for an overall increase in water surface from 1%to 2%of the continental surface.While this is still a small fraction of the overall global surface area the increase is more dramatic in certain areas such as the Arctic and Boreal regions where there are dramatic increases in water surface area in the new mask.MODIS products generated by the on-going C6 reprocessing using the new land water mask show significant impact in areas with high concentrations of change in the land water mask.Here differences between the Collection 5(C5)and C6 water masks and the impact of these differences on the MOD04 aerosol product and the MOD11 land surface temperature product are shown.展开更多
基金This work was funded through NASA Earth Sciences division,Terrestrial Ecology Program Grant/Cooperative Agreement Number:NNX08AT97A.
文摘Accurate depiction of the land and water is critical for the production of land surface parameters from remote sensing data products.Certain parameters,including the land surface temperature,active fires and surface reflectance,can be processed differently when the underlying surface is water as compared with land.Substantial errors in the underlying water mask can then pervade into these products and any products created from them.Historically many global databases have been created to depict global surface water.These databases still fall short of the current needs of the terrestrial remote sensing community working at 250 m spatial resolution.The most recent attempt to address the problem uses the Shuttle Radar Topography Mission(SRTM)data set to create the SRTM Water Body Data set(SWBD 2005).The SWBD represents a good first step but still requires additional work to expand the spatial coverage to include the whole globe and to address some erroneous discontinuities in major river networks.To address this issue a new water mask product has been created using the SWBD in combination with MODIS 250 m data to create a complete global map of surface water at 250 m spatial resolution.This effort is automated and intended to produce a dataset for use in processing of raster data(MODIS and future instruments)and for masking out water in final terrestrial raster data products.This new global dataset is produced from remotely sensed data and provided to the public in digital format,free of charge.The data set can be found on the Global Land Cover Facility(GLCF)website at http://landcover.org.This dataset is expected to be a base set of information to describe the surface of Earth as either land or water which is a fundamental distinction upon which other descriptions can be made.
基金funded in part by National Aeronautics and Space Administration(NASA)Terrestrial Ecology program Grant/Cooperative Agreement Number:#NNX08AT97ANASA MEaSURES program Grant/Cooperative Agreement Number:#NNX13AJ35ANASA EOS Grant/Cooperative Agreement Number:#NNX14AJ33G.
文摘Data from the Moderate Resolution Imaging Spectro-radiometer(MODIS)on-board the Earth Observing System Terra and Aqua satellites are processed using a land water mask to determine when an algorithm no longer needs to be run or when an algorithm needs to follow a different pathway.Entering the fourth reprocessing(Collection 6(C6))the MODIS team replaced the 1 km water mask with a 500 m water mask for improved representation of the continental surfaces.The new water mask represents more small water bodies for an overall increase in water surface from 1%to 2%of the continental surface.While this is still a small fraction of the overall global surface area the increase is more dramatic in certain areas such as the Arctic and Boreal regions where there are dramatic increases in water surface area in the new mask.MODIS products generated by the on-going C6 reprocessing using the new land water mask show significant impact in areas with high concentrations of change in the land water mask.Here differences between the Collection 5(C5)and C6 water masks and the impact of these differences on the MOD04 aerosol product and the MOD11 land surface temperature product are shown.