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Ustin SL, Middleton EM. Current and Near-Term Earth-Observing Environmental Satellites, Their Missions, Characteristics, Instruments, and Applications. SENSORS (BASEL, SWITZERLAND) 2024; 24:3488. [PMID: 38894281 PMCID: PMC11175343 DOI: 10.3390/s24113488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 05/05/2024] [Accepted: 05/13/2024] [Indexed: 06/21/2024]
Abstract
Among the essential tools to address global environmental information requirements are the Earth-Observing (EO) satellites with free and open data access. This paper reviews those EO satellites from international space programs that already, or will in the next decade or so, provide essential data of importance to the environmental sciences that describe Earth's status. We summarize factors distinguishing those pioneering satellites placed in space over the past half century, and their links to modern ones, and the changing priorities for spaceborne instruments and platforms. We illustrate the broad sweep of instrument technologies useful for observing different aspects of the physio-biological aspects of the Earth's surface, spanning wavelengths from the UV-A at 380 nanometers to microwave and radar out to 1 m. We provide a background on the technical specifications of each mission and its primary instrument(s), the types of data collected, and examples of applications that illustrate these observations. We provide websites for additional mission details of each instrument, the history or context behind their measurements, and additional details about their instrument design, specifications, and measurements.
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Affiliation(s)
- Susan L. Ustin
- Institute of the Environment, University of California, Davis, Davis, CA 95616, USA
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Shah D, Zhang S, Sarkar S, Davidson C, Zhang R, Zhao M, Devadiga S, Noojipady P, Román MO, Gao H. Transitioning from MODIS to VIIRS Global Water Reservoir Product. Sci Data 2024; 11:209. [PMID: 38360806 PMCID: PMC10869837 DOI: 10.1038/s41597-024-03028-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 01/30/2024] [Indexed: 02/17/2024] Open
Abstract
Reservoirs play a crucial role in regulating water availability and enhancing water security. Here, we develop NASA's Visible Infrared Imaging Radiometer Suite (VIIRS) based Global Water Reservoir (GWR) product, consisting of measurements of reservoir area, elevation, storage, evaporation rate, and evaporation loss for 164 large global reservoirs. The dataset is available at 8-day and monthly temporal resolutions. Since the Moderate Resolution Imaging Spectroradiometer (MODIS) is close to the end of its life, we further evaluated the consistency between MODIS and VIIRS-based GWR to ensure continuity to the 20+ year MODIS GWR product. Independent assessment of VIIRS reservoir storage (8-day) retrievals against in-situ measurements shows an average of R2 = 0.84, RMSE = 0.47 km3, and NRMSE = 16.45%. The evaporation rate has an average of R2 = 0.56, RMSE = 1.32 mm/day, and NRMSE = 28.14%. Furthermore, results show good consistency (R2 ≥ 0.90) between the VIIRS and MODIS-based product components, confirming that long-term data continuity can be achieved. This dataset can provide valuable insights for long-term trend analysis, hydrological modeling, and understanding hydroclimatic extremes in the context of reservoirs.
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Affiliation(s)
- Deep Shah
- Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX, USA
| | - Shuai Zhang
- Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX, USA
| | - Sudipta Sarkar
- Science Systems and Applications Inc., Lanham, MD, USA
- Terrestrial Information Systems Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Carol Davidson
- Science Systems and Applications Inc., Lanham, MD, USA
- Terrestrial Information Systems Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Rui Zhang
- Terrestrial Information Systems Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
- Global Science & Technology Inc., Greenbelt, MD, USA
| | - Maosheng Zhao
- Science Systems and Applications Inc., Lanham, MD, USA
- Terrestrial Information Systems Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Sadashiva Devadiga
- Terrestrial Information Systems Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Praveen Noojipady
- Science Systems and Applications Inc., Lanham, MD, USA
- Terrestrial Information Systems Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | | | - Huilin Gao
- Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX, USA.
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