CryoSat-2 SARin mode over great rivers

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1 CryoSat-2 SARin mode over great rivers CryoSat Third Users Workshop, March 2013, Dresden, Germany S. Calmant (1), N. Bercher (1), S. Fleury (1), S. Dinardo (2), B. Lucas (2), P. Femenias (2), F. Boy (3), N. Picot (3) and J. Benveniste (2) Presented by Nicolas Bercher Contact: (1) LEGOS, Toulouse, France ; (2) ESA, Frascati, Italy ; (3) CNES, Toulouse, France Thursday 14th March 2013

2 Questions & Objectives What s the quality of the CryoSat-2 data? For the 3 modes Calmant et al. CryoSat-2 SARin mode over great rivers 2 / 13

3 Questions & Objectives What s the quality of the CryoSat-2 data? For the 3 modes How to extract, edit & filter to get the best from the data? Calmant et al. CryoSat-2 SARin mode over great rivers 2 / 13

4 Questions & Objectives What s the quality of the CryoSat-2 data? For the 3 modes How to extract, edit & filter to get the best from the data? Use CryoSat-2 data as input for hydrological models Calmant et al. CryoSat-2 SARin mode over great rivers 2 / 13

5 Questions & Objectives What s the quality of the CryoSat-2 data? For the 3 modes How to extract, edit & filter to get the best from the data? Use CryoSat-2 data as input for hydrological models Merge multi-mission data products to build alti-hydrological products Calmant et al. CryoSat-2 SARin mode over great rivers 2 / 13

6 Downstream Amazon & Solimões rivers (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 3 / 13

7 Downstream Amazon & Solimões rivers (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 3 / 13

8 Downstream Amazon & Solimões rivers (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 3 / 13

9 Downstream Amazon & Solimões rivers (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 3 / 13

10 Downstream Amazon & Solimões rivers (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 3 / 13

11 Downstream Amazon & Solimões rivers (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 3 / 13

12 Downstream Amazon & Solimões rivers (SARin) Extracted data Calmant et al. CryoSat-2 SARin mode over great rivers 4 / 13

13 Downstream Amazon & Solimões rivers (SARin) Extracted data + main river bed boundaries (SWBD) Calmant et al. CryoSat-2 SARin mode over great rivers 4 / 13

14 Downstream Amazon & Solimões rivers (SARin) Extracted data within main river bed boundaries (SWBD) Calmant et al. CryoSat-2 SARin mode over great rivers 4 / 13

15 Downstream Amazon & Solimões rivers (SARin) River Water level profile (not filtered) Calmant et al. CryoSat-2 SARin mode over great rivers 5 / 13

16 Downstream Amazon & Solimões rivers (SARin) River Water level profile (filtered) Calmant et al. CryoSat-2 SARin mode over great rivers 5 / 13

17 Downstream Amazon & Solimões rivers (SARin) River Water level time series (not filtered) Calmant et al. CryoSat-2 SARin mode over great rivers 5 / 13

18 Downstream Amazon & Solimões rivers (SARin) River Water level time series (filtered) Calmant et al. CryoSat-2 SARin mode over great rivers 5 / 13

19 Downstream Amazon & Solimões rivers (SARin) River Water level pseudo-time series (spatial variations removed, Jason-2) 22 CryoSat-2 - Pseudo-time series (m) - Upstream Amazon Water Level Altitude (m) Time (days since 2000) Calmant et al. CryoSat-2 SARin mode over great rivers 5 / 13

20 Upstream Amazon river (Solimões) (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 6 / 13

21 Upstream Amazon river (Solimões) (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 6 / 13

22 Upstream Amazon river (Solimões) (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 6 / 13

23 Upstream Amazon river (Solimões) (SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 6 / 13

24 Upstream Amazon river (Solimões) (SARin) Extracted data Calmant et al. CryoSat-2 SARin mode over great rivers 7 / 13

25 Upstream Amazon river (Solimões) (SARin) Extracted data + main river bed boundaries (SWBD) Calmant et al. CryoSat-2 SARin mode over great rivers 7 / 13

26 Upstream Amazon river (Solimões) (SARin) Extracted data within main river bed boundaries (SWBD) Calmant et al. CryoSat-2 SARin mode over great rivers 7 / 13

27 Upstream Amazon river (Solimões) (SARin) River Water level elevation profile (filtered) Calmant et al. CryoSat-2 SARin mode over great rivers 8 / 13

28 Upstream Amazon river (Solimões) (SARin) River Water level elevation time series (filtered) Calmant et al. CryoSat-2 SARin mode over great rivers 8 / 13

29 Calmant et al. CryoSat-2 SARin mode over great rivers 9 / 13

30 Calmant et al. CryoSat-2 SARin mode over great rivers 9 / 13

31 Calmant et al. CryoSat-2 SARin mode over great rivers 9 / 13

32 River Water level profile (filtered) Calmant et al. CryoSat-2 SARin mode over great rivers 9 / 13

33 CryoSat-2 SAR - Mekong river water level Z(x,t) CryoSat-2 interpolated Z (cubic) CryoSat-2 Z Z (m) Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan2013 Feb Time Distance to ocean (km) Calmant et al. CryoSat-2 SARin mode over great rivers 9 /

34 Source Wikipedia.org Calmant et al. CryoSat-2 SARin mode over great rivers 10 / 13

35 Calmant et al. CryoSat-2 SARin mode over great rivers 10 / 13

36 River Water level profile (edited, not filtered) Calmant et al. CryoSat-2 SARin mode over great rivers 10 / 13

37 River Water level profile (edited, filtered) Calmant et al. CryoSat-2 SARin mode over great rivers 10 / 13

38 Early days, work in progress Calmant et al. CryoSat-2 SARin mode over great rivers 11 / 13

39 Early days, work in progress But a lot of exciting work to come! Calmant et al. CryoSat-2 SARin mode over great rivers 11 / 13

40 Early days, work in progress But a lot of exciting work to come! Baseline B products seem to perform quite well! Calmant et al. CryoSat-2 SARin mode over great rivers 11 / 13

41 Early days, work in progress But a lot of exciting work to come! Baseline B products seem to perform quite well! However needs validation against in situ data and comparisons to other missions (Jason-2, AltiKa) Calmant et al. CryoSat-2 SARin mode over great rivers 11 / 13

42 Early days, work in progress But a lot of exciting work to come! Baseline B products seem to perform quite well! However needs validation against in situ data and comparisons to other missions (Jason-2, AltiKa) CryoSat-2 has an amazing potential for hydrology, it is a major steps toward Swot mission in terms of applications in hydrology Calmant et al. CryoSat-2 SARin mode over great rivers 11 / 13

43 Perspectives CryoSat-2 data processing Implement custom editing for each product Forthcoming applications Other study areas Calmant et al. CryoSat-2 SARin mode over great rivers 12 / 13

44 Perspectives CryoSat-2 data processing Implement custom editing for each product Develop physical interpolation method and filters routines Forthcoming applications Other study areas Calmant et al. CryoSat-2 SARin mode over great rivers 12 / 13

45 Perspectives CryoSat-2 data processing Implement custom editing for each product Develop physical interpolation method and filters routines Forthcoming applications River discharge forcing in models Other study areas Calmant et al. CryoSat-2 SARin mode over great rivers 12 / 13

46 Perspectives CryoSat-2 data processing Implement custom editing for each product Develop physical interpolation method and filters routines Forthcoming applications River discharge forcing in models Water propagation modeling Other study areas Calmant et al. CryoSat-2 SARin mode over great rivers 12 / 13

47 Perspectives CryoSat-2 data processing Implement custom editing for each product Develop physical interpolation method and filters routines Forthcoming applications River discharge forcing in models Water propagation modeling Validation against in situ water level measurements (2014) Other study areas Calmant et al. CryoSat-2 SARin mode over great rivers 12 / 13

48 Perspectives CryoSat-2 data processing Implement custom editing for each product Develop physical interpolation method and filters routines Forthcoming applications River discharge forcing in models Water propagation modeling Validation against in situ water level measurements (2014) Other study areas Niger (desert & inner delta, LRM & SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 12 / 13

49 Perspectives CryoSat-2 data processing Implement custom editing for each product Develop physical interpolation method and filters routines Forthcoming applications River discharge forcing in models Water propagation modeling Validation against in situ water level measurements (2014) Other study areas Niger (desert & inner delta, LRM & SARin) Amazon source (alt. approx. 700 m, SARin) Calmant et al. CryoSat-2 SARin mode over great rivers 12 / 13

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