Ιδρυματικό Αποθετήριο
Πολυτεχνείο Κρήτης
Πολυτεχνείο Κρήτης
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| URI | http://purl.tuc.gr/dl/dias/C9D866FC-E24A-4056-8283-29B812C89820 | - |
| Αναγνωριστικό | https://doi.org/10.3390/rs11050579 | - |
| Αναγνωριστικό | https://www.mdpi.com/2072-4292/11/5/579 | - |
| Γλώσσα | en | - |
| Μέγεθος | 25 pages | en |
| Τίτλος | Operational soil moisture from ASCAT in support of water resources management | en |
| Δημιουργός | Deng Khidir Abdalla Kwal | en |
| Δημιουργός | Lamine Salim | en |
| Δημιουργός | Pavlidis Andreas | en |
| Δημιουργός | Παυλιδης Ανδρεας | el |
| Δημιουργός | Petropoulos Georgios | en |
| Δημιουργός | Πετροπουλος Γεωργιος | el |
| Δημιουργός | Srivastava Prashant Kumar | en |
| Δημιουργός | Bao Yansong | en |
| Δημιουργός | Christopoulos Dionysios | en |
| Δημιουργός | Χριστοπουλος Διονυσιος | el |
| Δημιουργός | Anagnōstopoulos, Vasilēs D | en |
| Εκδότης | MDPI | en |
| Περίληψη | This study provides the results of an extensive investigation of the Advanced Scaterometter (ASCAT) surface soil moisture global operational product accuracy across three continents (United States of America (USA), Europe, and Australia). ASCAT predictions of surface soil moisture were compared against near concurrent in situ measurements from the FLUXNET observational network. A total of nine experimental sites were used to assess the accuracy of ASCAT Surface Soil Moisture (ASCAT SSM) predictions for two complete years of observations (2010, 2011). Results showed a generally reasonable agreement between the ASCAT product and the in situ soil moisture measurements in the 0-5 cm soil moisture layer. The Root Mean Square Error (RMSE) was below 0.135 m3 m-3 at all of the sites. With a few exceptions, Pearson's correlation coefficient was above 45%. Grassland, shrublands, and woody savanna land cover types exhibited satisfactory agreement in all the sites analyzed (RMSE ranging from 0.05 to 0.13 m3 m-3). Seasonal performance was tested, but no definite conclusion can be made with statistical significance at this time, as the seasonal results varied from continent to continent and from year to year. However, the satellite and in situ measurements for Needleleaf forests were practically uncorrelated (R = -0.11 and -0.04). ASCAT predictions overestimated the observed values at all of the sites in Australia. A positive bias of approximately 0.05 m3 m-3 was found with respect to the observed values that were in the range 0-0.3 m3 m-3. Better agreement was observed for the grassland sites in most cases (RMSE ranging from 0.09 to 0.10 m3 m-3 and R from 0.46 to 0.90). Our results provide supportive evidence regarding the potential value of the ASCAT global operational product for meso-scale studies and the relevant practical applications. A key contribution of this study is a comprehensive evaluation of ASCAT product soil moisture estimates at different sites around the globe. These sites represent a variety of climatic, environmental, biome, and topographical conditions. | en |
| Τύπος | Peer-Reviewed Journal Publication | en |
| Τύπος | Δημοσίευση σε Περιοδικό με Κριτές | el |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2020-08-28 | - |
| Ημερομηνία Δημοσίευσης | 2019 | - |
| Θεματική Κατηγορία | ASCAT | en |
| Θεματική Κατηγορία | Earth observation | en |
| Θεματική Κατηγορία | Operational products | en |
| Θεματική Κατηγορία | Surface soil moisture | en |
| Θεματική Κατηγορία | Validation | en |
| Βιβλιογραφική Αναφορά | K.A.K. Deng, S. Lamine, A. Pavlides, G.P. Petropoulos, P.K. Srivastava, Y. Bay, D. Hristopulos and V. Anagnostopoulos, "Operational soil moisture from ASCAT in support of water resources management," Remote Sens., vol. 11, no. 5, Mar. 2019. doi: 10.3390/rs11050579 | en |
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