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Accuracy Assessment on MODIS (V006), GLASS and MuSyQ Land-Surface Albedo Products: A Case Study in the Heihe River Basin, China. REMOTE SENSING 2018. [DOI: 10.3390/rs10122045] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study assessed accuracies of MCD43A3, Global Land-Surface Satellite (GLASS) and forthcoming Multi-source Data Synergized Quantitative Remote Sensing Production system (MuSyQ) albedos using ground observations and Huan Jing (HJ) data over the Heihe River Basin. MCD43A3 and MuSyQ albedos show similar high accuracies with identical root mean square errors (RMSE). Nevertheless, MuSyQ albedo is better correlated with ground measurements when sufficient valid observations are available or snow-free. The opposite happens when less than seven valid observations are available. GLASS albedo presents a larger RMSE than MCD43A3 and MuSyQ albedos in comparison with ground measurements. Over surfaces with smaller seasonal variations, MCD43A3 and MuSyQ albedos show smaller RMSEs than GLASS albedo in comparison with HJ albedo. However, for surfaces with larger temporal variations, both RMSEs and R2 of GLASS albedo are comparable with MCD43A3 and MuSyQ. Generally, MCD43A3 and MuSyQ albedos featured the same RMSEs of 0.034 and similar R2 (0.920 and 0.903, respectively), which are better than GLASS albedo (RMSE = 0.043, R2 = 0.787). However, when it comes to comparison with aggregated HJ albedo, MuSyQ and GLASS albedos are with lower RMSEs of 0.027 and 0.032 and higher R2 of 0.900 and 0.898 respectively than MCD43A3 (RMSE = 0.038, R2 = 0.836). Despite the limited geographic region of the study area, they still provide an important insight into the accuracies of three albedo products.
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Jato-Espino D, Castillo-Lopez E, Rodriguez-Hernandez J, Ballester-Muñoz F. Air quality modelling in Catalonia from a combination of solar radiation, surface reflectance and elevation. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 624:189-200. [PMID: 29248708 DOI: 10.1016/j.scitotenv.2017.12.139] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 12/05/2017] [Accepted: 12/12/2017] [Indexed: 06/07/2023]
Affiliation(s)
- Daniel Jato-Espino
- GITECO Research Group, Universidad de Cantabria, Av. de los Castros 44, 39005 Santander, Spain.
| | - Elena Castillo-Lopez
- Department of Geographical Engineering and Techniques of Graphic Expression, Universidad de Cantabria, Av. de los Castros 44, 39005 Santander, Spain
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Long-Term Variability of Surface Albedo and Its Correlation with Climatic Variables over Antarctica. REMOTE SENSING 2016. [DOI: 10.3390/rs8120981] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Pedersen CA, Godtliebsen F, Roesch AC. A scale-space approach for detecting significant differences between models and observations using global albedo distributions. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009340] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Tsvetsinskaya EA, Schaaf CB, Gao F, Strahler AH, Dickinson RE. Spatial and temporal variability in Moderate Resolution Imaging Spectroradiometer–derived surface albedo over global arid regions. ACTA ACUST UNITED AC 2006. [DOI: 10.1029/2005jd006772] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Liang XZ. Development of land surface albedo parameterization based on Moderate Resolution Imaging Spectroradiometer (MODIS) data. ACTA ACUST UNITED AC 2005. [DOI: 10.1029/2004jd005579] [Citation(s) in RCA: 72] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Roesch A. Use of Moderate-Resolution Imaging Spectroradiometer bidirectional reflectance distribution function products to enhance simulated surface albedos. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2004jd004552] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Zhou L. Comparison of seasonal and spatial variations of albedos from Moderate-Resolution Imaging Spectroradiometer (MODIS) and Common Land Model. ACTA ACUST UNITED AC 2003. [DOI: 10.1029/2002jd003326] [Citation(s) in RCA: 103] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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