Wetland dynamics using a suite of satellite observations: A case study of application and evaluation for the Indian Subcontinent
Using a suite of satellite observations, including passive and active microwave along with visible and infrared observations developed to estimate wetlands on a global scale, the present study examine wetlands spatial and temporal dynamics over the Indian subcontinent, a region subject to an annual...
Saved in:
| Published in | Geophysical research letters Vol. 33; no. 8 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Washington, DC
Blackwell Publishing Ltd
01.04.2006
American Geophysical Union |
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | Using a suite of satellite observations, including passive and active microwave along with visible and infrared observations developed to estimate wetlands on a global scale, the present study examine wetlands spatial and temporal dynamics over the Indian subcontinent, a region subject to an annual monsoon. Monthly wetlands extent estimates over a 2‐year (1993–1994) period and their consistency are analyzed using independent data sets, such as rainfall rate in‐situ rain‐gauge observations and the Global Precipitation Climatology Project product, as well as river water levels derived from radar altimeter observations. The extent variations show a good agreement with the rain‐gauge data, a high correlation with the GPCP rain data and a similar seasonal cycle with the altimeter estimates over the 2 years. This case study evaluation shows the potential of the remote sensing to give spatial‐temporal consistent information on the variability of flooded areas and encourages the development of longer satellite wetlands estimates. |
|---|---|
| AbstractList | Using a suite of satellite observations, including passive and active microwave along with visible and infrared observations developed to estimate wetlands on a global scale, the present study examine wetlands spatial and temporal dynamics over the Indian subcontinent, a region subject to an annual monsoon. Monthly wetlands extent estimates over a 2-year (1993-1994) period and their consistency are analyzed using independent data sets, such as rainfall rate in-situ rain-gauge observations and the Global Precipitation Climatology Project product, as well as river water levels derived from radar altimeter observations. The extent variations show a good agreement with the rain-gauge data, a high correlation with the GPCP rain data and a similar seasonal cycle with the altimeter estimates over the 2 years. This case study evaluation shows the potential of the remote sensing to give spatial-temporal consistent information on the variability of flooded areas and encourages the development of longer satellite wetlands estimates. U sing as uite of satellite observations, including passive and active microwavea long with visible and infrared observations developed to estimate wetlands on a global scale, the present study examine wetlands spatial and temporal dynamics over the Indian subcontinent, ar egion subject to an annual monsoon. Monthly wetlands extent estimateso ver a2-year (1993-1994) period and their consistencya re analyzed using independent data sets, such as rainfall rate in-situ rain-gauge observations and the Global Precipitation Climatology Project product, as well as river water levels derived from radar altimeter observations. The extent variations show agood agreement with the raingauge data, ahigh correlation with the GPCP rain data and a similar seasonal cycle with the altimeter estimates over the 2 years. This case study evaluation shows the potential of the remote sensing to give spatial-temporalc onsistent information on thev ariability of flooded areas and encourages the development of longer satellite wetlands estimates. |
| Author | Prigent, Catherine Durand, Fabien Papa, Fabrice Rossow, William B. |
| Author_xml | – sequence: 1 givenname: Fabrice surname: Papa fullname: Papa, Fabrice email: fpapa @giss.nasa.gov organization: NASA Goddard Institute for Space Studies, Columbia University, New York, New York, USA – sequence: 2 givenname: Catherine surname: Prigent fullname: Prigent, Catherine organization: Laboratoire d'Étude du Rayonnement et de la Matière en Astrophysique-Centre National de la Recherche Scientifique, Observatoire de Paris, Paris, France – sequence: 3 givenname: Fabien surname: Durand fullname: Durand, Fabien organization: Institut de Recherche Pour le Développement/Laboratoire d'Études en Géophysique et Océanographie Spatiales, UMR 5566, Toulouse, France – sequence: 4 givenname: William B. surname: Rossow fullname: Rossow, William B. organization: NASA Goddard Institute for Space Studies, Columbia University, New York, New York, USA |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=17828022$$DView record in Pascal Francis https://hal.science/hal-00280336$$DView record in HAL |
| BookMark | eNqFksGO0zAQhiO0SHQXbjyALyAhERjbieNwqxZoV4pAsKCVuFhTx2ENqdO1nUJvPDpus1oQB3qyx_7-f8aeOc1O3OBMlj2m8IICq18yALFogJWVqO5lM1oXRS4BqpNsBlCnPavEg-w0hG8AwIHTWfbrysQeXUvancO11YGMwbqvBEkYbTRk6EjAaPr-EKyC8VuMdnDhFZkTjcGQEMd2t-dws-mtPtySvaPZYj9OYTd4Eq8NuXCtRUcux5UeXLTOuPgwu99hH8yj2_Us-_z2zafzZd68X1ycz5scRao1L6UuAEuQQrawEgWtTS2xXa2gMyWXRSdq3YJBLioAw4XEomxph1BiTWuU_Cx7NvleY6823q7R79SAVi3njdqfATAJnIstTezTid344WY0Iaq1DTp9AjozjEGxGmQFAo6DkvLUjvIoSCtaVIIVCXxyC2LQ2HcenbbhrmBayVQlY4l7PnHaDyF40_1BQO2HQf09DAln_-DaxkNvokfbHxH9sL3Z_TeBWnxsWHorT6J8EtkQzc87EfrvKllWpbp6t1Bf-CUtlvSDes1_A-C-1Zo |
| CODEN | GPRLAJ |
| CitedBy_id | crossref_primary_10_1080_02626667_2024_2368755 crossref_primary_10_1029_2010JD014474 crossref_primary_10_1109_JSTARS_2015_2390036 crossref_primary_10_1109_TGRS_2013_2274010 crossref_primary_10_1029_2007JD009376 crossref_primary_10_1080_01431161_2011_617397 crossref_primary_10_1002_wrcr_20176 crossref_primary_10_3390_rs12010012 crossref_primary_10_1002_2016JG003740 crossref_primary_10_1109_JSTARS_2020_3042170 crossref_primary_10_1007_s10712_008_9036_0 crossref_primary_10_1029_2008GL033857 crossref_primary_10_1002_2013JD020500 crossref_primary_10_1002_2016GL069560 crossref_primary_10_1029_2006JD007847 crossref_primary_10_5194_gmd_6_617_2013 crossref_primary_10_1016_j_wse_2021_09_001 crossref_primary_10_3390_rs12071064 crossref_primary_10_5194_acp_14_13257_2014 crossref_primary_10_1002_wrcr_20348 crossref_primary_10_1029_2007JD008451 crossref_primary_10_1029_2006RG000197 crossref_primary_10_1002_hyp_14739 crossref_primary_10_5194_gmd_5_941_2012 crossref_primary_10_5194_hess_29_567_2025 crossref_primary_10_5194_hess_26_3151_2022 crossref_primary_10_1002_2015WR017654 crossref_primary_10_1007_s12040_019_1099_4 crossref_primary_10_1016_j_jag_2017_11_015 crossref_primary_10_1029_2008GB003354 crossref_primary_10_1080_01431161_2013_870678 crossref_primary_10_1080_10106049_2022_2068678 crossref_primary_10_1175_JHM_D_16_0206_1 crossref_primary_10_3390_rs70100089 crossref_primary_10_1029_2009JD012674 crossref_primary_10_1016_j_rse_2011_02_003 crossref_primary_10_1029_2009JC006075 crossref_primary_10_1029_2012JC008158 crossref_primary_10_1029_2007JD009438 |
| Cites_doi | 10.1029/2001JD900165 10.1029/2001GL013263 10.1080/01431160500185599 10.1029/90GB02311 10.1002/(SICI)1099-1085(199708)11:10<1427::AID-HYP473>3.0.CO;2-S 10.1007/BF00867461 10.1029/2003GL018906 10.1029/2000JD900801 10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2 10.1029/GB001i001p00061 |
| ContentType | Journal Article |
| Copyright | Copyright 2006 by the American Geophysical Union. 2006 INIST-CNRS Distributed under a Creative Commons Attribution 4.0 International License |
| Copyright_xml | – notice: Copyright 2006 by the American Geophysical Union. – notice: 2006 INIST-CNRS – notice: Distributed under a Creative Commons Attribution 4.0 International License |
| DBID | BSCLL AAYXX CITATION IQODW 7TG 7UA C1K F1W H96 KL. L.G 8FD FR3 KR7 H8D L7M 1XC VOOES |
| DOI | 10.1029/2006GL025767 |
| DatabaseName | Istex CrossRef Pascal-Francis Meteorological & Geoastrophysical Abstracts Water Resources Abstracts Environmental Sciences and Pollution Management ASFA: Aquatic Sciences and Fisheries Abstracts Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources Meteorological & Geoastrophysical Abstracts - Academic Aquatic Science & Fisheries Abstracts (ASFA) Professional Technology Research Database Engineering Research Database Civil Engineering Abstracts Aerospace Database Advanced Technologies Database with Aerospace Hyper Article en Ligne (HAL) Hyper Article en Ligne (HAL) (Open Access) |
| DatabaseTitle | CrossRef Aquatic Science & Fisheries Abstracts (ASFA) Professional Meteorological & Geoastrophysical Abstracts Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources ASFA: Aquatic Sciences and Fisheries Abstracts Meteorological & Geoastrophysical Abstracts - Academic Water Resources Abstracts Environmental Sciences and Pollution Management Technology Research Database Civil Engineering Abstracts Engineering Research Database Aerospace Database Advanced Technologies Database with Aerospace |
| DatabaseTitleList | Technology Research Database Aquatic Science & Fisheries Abstracts (ASFA) Professional CrossRef Technology Research Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Geology Physics |
| EISSN | 1944-8007 |
| EndPage | n/a |
| ExternalDocumentID | oai_HAL_hal_00280336v1 17828022 10_1029_2006GL025767 GRL21303 ark_67375_WNG_Z3S14H1Q_D |
| Genre | article |
| GroupedDBID | -DZ -~X 05W 0R~ 1OB 1OC 24P 31~ 33P 3V. 50Y 5GY 5VS 6TJ 702 7XC 8-1 88I 8FE 8FG 8FH 8G5 8R4 8R5 A00 AAESR AAHHS AAIHA AASGY AAXRX AAZKR ABCUV ABJCF ABJNI ABPPZ ABUWG ACAHQ ACBWZ ACCFJ ACCZN ACGFO ACGFS ACGOD ACIWK ACNCT ACPOU ACXBN ACXQS ADBBV ADEOM ADKYN ADMGS ADOZA ADXAS ADZMN ADZOD AEEZP AEFZC AENEX AEQDE AEUQT AFBPY AFGKR AFKRA AFPWT AFRAH AFZJQ AI. AIURR AIWBW AJBDE ALMA_UNASSIGNED_HOLDINGS ALUQN ALXUD AMYDB ARAPS ASPBG ATCPS AVUZU AVWKF AZFZN AZQEC AZVAB BDRZF BENPR BFHJK BGLVJ BHPHI BKSAR BMXJE BPHCQ BRXPI BSCLL CCPQU CS3 D1K DCZOG DDYGU DPXWK DRFUL DRSTM DU5 DWQXO EBS EJD F5P FEDTE G-S GNUQQ GODZA GROUPED_DOAJ GUQSH HCIFZ HVGLF HZ~ K6- L6V LATKE LEEKS LITHE LK5 LOXES LUTES LYRES M2O M2P M7R M7S MEWTI MSFUL MSSTM MVM MXFUL MXSTM MY~ O9- OHT OK1 P-X P2P P2W P62 PALCI PATMY PCBAR PQQKQ PROAC PTHSS PYCSY Q2X R.K RIWAO RJQFR RNS ROL SAMSI SUPJJ TN5 TWZ UPT UQL VH1 VOH WBKPD WH7 WIH WIN WXSBR WYJ XSW ZCG ZZTAW ~02 ~OA ~~A AANHP ACCMX ACRPL ACYXJ ADNMO AEUYN AAFWJ AAYXX ACTHY AGQPQ CITATION PHGZM PHGZT AAMMB AEFGJ AGXDD AIDQK AIDYY IQODW PQGLB 7TG 7UA C1K F1W H96 KL. L.G 8FD FR3 KR7 H8D L7M 1XC VOOES |
| ID | FETCH-LOGICAL-a6003-58c40a50868d0b6419e98adbb0fe5384f69cd0ea36700e368a45d1fa05a919a83 |
| ISSN | 0094-8276 |
| IngestDate | Sat Jun 21 06:31:37 EDT 2025 Fri Jul 11 12:28:18 EDT 2025 Fri Jul 11 03:16:13 EDT 2025 Fri Jul 11 11:58:56 EDT 2025 Mon Jul 21 09:16:38 EDT 2025 Thu Apr 24 23:01:28 EDT 2025 Tue Jul 01 02:20:54 EDT 2025 Wed Jan 22 16:21:09 EST 2025 Wed Oct 30 09:52:50 EDT 2024 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 8 |
| Keywords | microwaves Climatology floods rainfall projects atmospheric precipitation Space remote sensing Variability Consistency Infrared observation Satellite observation global case studies in situ Rainfall rate wetlands dynamics Water level correlation Rain gauge River water monsoons radar methods seasonal variations |
| Language | English |
| License | http://onlinelibrary.wiley.com/termsAndConditions#vor CC BY 4.0 Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0 |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-a6003-58c40a50868d0b6419e98adbb0fe5384f69cd0ea36700e368a45d1fa05a919a83 |
| Notes | Tab-delimited Table 1. istex:739D3E4EDF55051969223A22ECD05C871E27D199 ArticleID:2006GL025767 ark:/67375/WNG-Z3S14H1Q-D ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 ObjectType-Article-2 ObjectType-Feature-1 |
| ORCID | 0000-0001-9660-1422 |
| OpenAccessLink | https://hal.science/hal-00280336 |
| PQID | 17147624 |
| PQPubID | 23500 |
| PageCount | 4 |
| ParticipantIDs | hal_primary_oai_HAL_hal_00280336v1 proquest_miscellaneous_29087060 proquest_miscellaneous_28130255 proquest_miscellaneous_17147624 pascalfrancis_primary_17828022 crossref_primary_10_1029_2006GL025767 crossref_citationtrail_10_1029_2006GL025767 wiley_primary_10_1029_2006GL025767_GRL21303 istex_primary_ark_67375_WNG_Z3S14H1Q_D |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | April 2006 |
| PublicationDateYYYYMMDD | 2006-04-01 |
| PublicationDate_xml | – month: 04 year: 2006 text: April 2006 |
| PublicationDecade | 2000 |
| PublicationPlace | Washington, DC |
| PublicationPlace_xml | – name: Washington, DC |
| PublicationTitle | Geophysical research letters |
| PublicationTitleAlternate | Geophys. Res. Lett |
| PublicationYear | 2006 |
| Publisher | Blackwell Publishing Ltd American Geophysical Union |
| Publisher_xml | – name: Blackwell Publishing Ltd – name: American Geophysical Union |
| References | Adler, R. F., et al. (2003), The Version 2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis 1979-present, J. Hydrometeorol., 4, 1147-1167. Smith, L. C. (1997), Satellite remote sensing of river inundation area, stage and processes: A review, Hydrol. Proc., 11, 1427-1439. Shaman, J., M. Cane, and A. Kaplan (2005), The relationship between Tibetan snow depth, ENSO, river discharge and the monsoon of Bangladesh, Int. J. Remote Sens., 26, 3735-3748. Fung, L. L., and A. Cazenave (2001), Satellite Altimetry and Earth Science: A Handbook of Techniques and Application, Elsevier, New York. Matthews, E., and I. Fung (1987), Methane emission from natural wetlands: Global distribution, area, and environmental characteristics of sources, Global Biogeochem. Cycles, 1, 61-86. Prigent, C., E. Matthews, F. Aires, and W. B. Rossow (2001a), Remote sensing of global wetland dynamics with multiple satellite data sets, Geophys. Res. Lett., 28, 4631-4634. Prigent, C., F. Aires, W. B. Rossow, and E. Matthews (2001b), Joint characterization of vegetation by satellite observations from visible to microwave wavelength: A sensitivity analysis, J. Geophys. Res., 106, 20,665-20,685. Ramachandra, T. V. (2001), Restoration and management strategies of wetlands in developing countries, Electr. Green J., 15, 1-15. Matthews, E., I. Fung, and J. Lerner (1991), Methane emission from rice cultivation: Geographic and seasonal distribution of cultivated areas and emissions, Global Biogeochem. Cycles, 5, 3-24. Walter, B., M. Heinmann, and E. Matthews (2001), Modeling modern methane emission from natural wetlands, 1. Model description and results, J. Geophys. Res., 106, 34,189-34,206. Durand, F., S. R. Shetye, J. Vialard, D. Shankar, S. S. C. Shenoi, C. Ethe, and G. Madec (2004), Impact of temperature inversions on SST evolution in the South-Eastern Arabian Sea during the pre-summer monsoon season, Geophys. Res. Lett., 31, L01305, doi:10.1029/2003GL018906. Parthasarathy, B., A. A. Munot, and D. R. Kothawale (1995), All India monthly and seasonal rainfall series: 1871-1993, Theor. Appl. Climatol., 49, 217-244. 1987; 1 2004; 31 2001 1997; 11 1995; 49 2003; 4 1994 2005 2001; 15 2001; 28 2005; 26 2001; 106 1991; 5 Fung L. L. (e_1_2_6_5_1) 2001 e_1_2_6_10_1 e_1_2_6_9_1 e_1_2_6_8_1 e_1_2_6_4_1 e_1_2_6_7_1 e_1_2_6_6_1 Ramachandra T. V. (e_1_2_6_12_1) 2001; 15 e_1_2_6_13_1 e_1_2_6_14_1 e_1_2_6_3_1 e_1_2_6_11_1 e_1_2_6_2_1 e_1_2_6_15_1 |
| References_xml | – reference: Walter, B., M. Heinmann, and E. Matthews (2001), Modeling modern methane emission from natural wetlands, 1. Model description and results, J. Geophys. Res., 106, 34,189-34,206. – reference: Prigent, C., E. Matthews, F. Aires, and W. B. Rossow (2001a), Remote sensing of global wetland dynamics with multiple satellite data sets, Geophys. Res. Lett., 28, 4631-4634. – reference: Smith, L. C. (1997), Satellite remote sensing of river inundation area, stage and processes: A review, Hydrol. Proc., 11, 1427-1439. – reference: Matthews, E., and I. Fung (1987), Methane emission from natural wetlands: Global distribution, area, and environmental characteristics of sources, Global Biogeochem. Cycles, 1, 61-86. – reference: Fung, L. L., and A. Cazenave (2001), Satellite Altimetry and Earth Science: A Handbook of Techniques and Application, Elsevier, New York. – reference: Matthews, E., I. Fung, and J. Lerner (1991), Methane emission from rice cultivation: Geographic and seasonal distribution of cultivated areas and emissions, Global Biogeochem. Cycles, 5, 3-24. – reference: Prigent, C., F. Aires, W. B. Rossow, and E. Matthews (2001b), Joint characterization of vegetation by satellite observations from visible to microwave wavelength: A sensitivity analysis, J. Geophys. Res., 106, 20,665-20,685. – reference: Durand, F., S. R. Shetye, J. Vialard, D. Shankar, S. S. C. Shenoi, C. Ethe, and G. Madec (2004), Impact of temperature inversions on SST evolution in the South-Eastern Arabian Sea during the pre-summer monsoon season, Geophys. Res. Lett., 31, L01305, doi:10.1029/2003GL018906. – reference: Parthasarathy, B., A. A. Munot, and D. R. Kothawale (1995), All India monthly and seasonal rainfall series: 1871-1993, Theor. Appl. Climatol., 49, 217-244. – reference: Shaman, J., M. Cane, and A. Kaplan (2005), The relationship between Tibetan snow depth, ENSO, river discharge and the monsoon of Bangladesh, Int. J. Remote Sens., 26, 3735-3748. – reference: Ramachandra, T. V. (2001), Restoration and management strategies of wetlands in developing countries, Electr. Green J., 15, 1-15. – reference: Adler, R. F., et al. (2003), The Version 2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis 1979-present, J. Hydrometeorol., 4, 1147-1167. – volume: 4 start-page: 1147 year: 2003 end-page: 1167 article-title: The Version 2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis 1979–present publication-title: J. Hydrometeorol. – year: 2005 – volume: 11 start-page: 1427 year: 1997 end-page: 1439 article-title: Satellite remote sensing of river inundation area, stage and processes: A review publication-title: Hydrol. Proc. – volume: 106 start-page: 20,665 year: 2001 end-page: 20,685 article-title: Joint characterization of vegetation by satellite observations from visible to microwave wavelength: A sensitivity analysis publication-title: J. Geophys. Res. – volume: 31 year: 2004 article-title: Impact of temperature inversions on SST evolution in the South‐Eastern Arabian Sea during the pre‐summer monsoon season publication-title: Geophys. Res. Lett. – year: 2001 – volume: 28 start-page: 4631 year: 2001 end-page: 4634 article-title: Remote sensing of global wetland dynamics with multiple satellite data sets publication-title: Geophys. Res. Lett. – volume: 26 start-page: 3735 year: 2005 end-page: 3748 article-title: The relationship between Tibetan snow depth, ENSO, river discharge and the monsoon of Bangladesh publication-title: Int. J. Remote Sens. – volume: 1 start-page: 61 year: 1987 end-page: 86 article-title: Methane emission from natural wetlands: Global distribution, area, and environmental characteristics of sources publication-title: Global Biogeochem. Cycles – volume: 106 start-page: 34,189 year: 2001 end-page: 34,206 article-title: Modeling modern methane emission from natural wetlands, 1. Model description and results publication-title: J. Geophys. Res. – volume: 15 start-page: 1 year: 2001 end-page: 15 article-title: Restoration and management strategies of wetlands in developing countries publication-title: Electr. Green J. – year: 1994 – volume: 49 start-page: 217 year: 1995 end-page: 244 article-title: All India monthly and seasonal rainfall series: 1871–1993 publication-title: Theor. Appl. Climatol. – volume: 5 start-page: 3 year: 1991 end-page: 24 article-title: Methane emission from rice cultivation: Geographic and seasonal distribution of cultivated areas and emissions publication-title: Global Biogeochem. Cycles – ident: e_1_2_6_15_1 doi: 10.1029/2001JD900165 – ident: e_1_2_6_10_1 doi: 10.1029/2001GL013263 – ident: e_1_2_6_13_1 doi: 10.1080/01431160500185599 – ident: e_1_2_6_8_1 doi: 10.1029/90GB02311 – ident: e_1_2_6_14_1 doi: 10.1002/(SICI)1099-1085(199708)11:10<1427::AID-HYP473>3.0.CO;2-S – ident: e_1_2_6_9_1 doi: 10.1007/BF00867461 – ident: e_1_2_6_4_1 doi: 10.1029/2003GL018906 – ident: e_1_2_6_11_1 doi: 10.1029/2000JD900801 – ident: e_1_2_6_2_1 doi: 10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2 – ident: e_1_2_6_3_1 – volume: 15 start-page: 1 year: 2001 ident: e_1_2_6_12_1 article-title: Restoration and management strategies of wetlands in developing countries publication-title: Electr. Green J. – ident: e_1_2_6_6_1 – volume-title: Satellite Altimetry and Earth Science: A Handbook of Techniques and Application year: 2001 ident: e_1_2_6_5_1 – ident: e_1_2_6_7_1 doi: 10.1029/GB001i001p00061 |
| SSID | ssj0003031 |
| Score | 2.1039462 |
| Snippet | Using a suite of satellite observations, including passive and active microwave along with visible and infrared observations developed to estimate wetlands on... U sing as uite of satellite observations, including passive and active microwavea long with visible and infrared observations developed to estimate wetlands on... |
| SourceID | hal proquest pascalfrancis crossref wiley istex |
| SourceType | Open Access Repository Aggregation Database Index Database Enrichment Source Publisher |
| SubjectTerms | Earth sciences Earth, ocean, space Exact sciences and technology Sciences of the Universe |
| Title | Wetland dynamics using a suite of satellite observations: A case study of application and evaluation for the Indian Subcontinent |
| URI | https://api.istex.fr/ark:/67375/WNG-Z3S14H1Q-D/fulltext.pdf https://onlinelibrary.wiley.com/doi/abs/10.1029%2F2006GL025767 https://www.proquest.com/docview/17147624 https://www.proquest.com/docview/28130255 https://www.proquest.com/docview/29087060 https://hal.science/hal-00280336 |
| Volume | 33 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Zj9MwELa6WyHxgjhFORYLAS9VIYeTOrxF7JKCqm7pQVf7EjkXW1G1q6ZFwBs_hP_KjO0cRbvL8RIl0SROMl88Y_ubGUKeebFn8CxyO6bDjQ7LYq_DEzjkEbNdEWeCxZJtMXB7U_b-xDlpNH7WWEvbTfQy_n5hXMn_aBXOgV4xSvYfNFveFE7APugXtqBh2P6VjmfpBomJ7USVlc_bWznyF-18O1fL_7mQGTfxICrnX_O2ikePwYKp_LKSDVAtZcsVhSoPeElFxPVt7A-2ETLcwT9d7szsB-nqvFC7TiJ01l7IeKHScx_6Q186zCJazytUDUfvgqPBZCcmsfSxpyN_cKgvmtdC147H4-OZJAmqSSNdQbo2h8F2-CDF4lT9OcHn1sDUXbfHOtxSxWKKrlvl0NAQ5RdaBMPChKrY6KeFgaOrbmX5itX-3wxiSVM0wX3CUOQ90rRgFALdaNP_OD2dlqYe7L8qyaifTUdWQJuv6i3u-Dx7Z8i4beJP_BWZuCKHt81UFZWdYU59sCS9nclNckMPU6ivMHeLNNLlbXItkGWgv8GeJA7H-R3yQ2OQFhikEoNUUIlBuspoiUFaxyB9TX2KCKQSgShYQyDFW1YIpIBACrCgCoG0jsC7ZPr2aPKm19FlPTrCRSakw2NmCBgYuDwxIpeZXupxkUSRkaVgflnmenFipAJTCxqp7XLBnMTMhOEIz_QEt--R_eVqmd4nFPNPZsLynCgxGMZcm5HtdKGDcU3XEpy3SLv48GGsc95j6ZVFKLkXlodVWN2gr9TUIs9L6XOV6-USuaegw1IEE7T3_H6I5yRTwbbdL2aLvJAqLsXE-jOSKLtOOBsE4ak9NlnP_BAetsjBDgaqpjX6WuRJAYoQ-n5c0BPLdLXNQcJk4MywyyUsjsQEx7lCAvpqzKAFn0ri7co3D4NR30Kv98GfHvohuV796I_I_ma9TR-D-76JDvRP9AsvmPCE |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3fb9MwELbYKgQviJ8i_NgsBLygCCexXZu3ClgzCJWAlU17sRzHAWlTipYWwRt_OndOlrUPm8RbU10S9Xx3_mp__o6Q59pppupSxolQLOa107Gq4FKVPJPW1Za7wLaYyXzOPxyJo77PKZ6F6fQhhgU3zIxQrzHBcUG6VxtAkUz8MzwtGCLm8RYZIbCBsB5Nvs2P50MxhgrdNc3TPFbpWPbcd3jC6_X7N2alrR_IiRyhm38jV9K24K6663OxAUTX4WyYj_Zuk1s9kKSTbuTvkGu-uUuuT0Oj3j_wKVA7XXuP_D30S6Qv0qprPt9S5Lp_p5a2K8CbdFHT1gZdTrwoh1Xa9g2dUAeTHA0StGi3tttN8YkXUuEUsC8FLEn3Gww4CvUISfDg5GZ5n8z33h-8zeO-70JsJVLVhHKcWUBuUlWslDzRXitblSWrPdRHXkvtKuYtar8xn0lluaiS2jJhdaKtyh6Q7WbR-IeEokBgbVMtyopxPBSblJkYQwTIRKZWqYi8Ove7cb0oOfbGODVhczzVZn2UIvJisP7ZiXFcYvcMhnAwQQXtfFIY_C5sJWeZ_JVE5GUY4cHMnp0gy20szOFsao6zrwnPk8_mXUR2NkLg4tWArvCkckR2z2PCQHLijott_GLVGuwuD7MNv9wiVbhzLMQVFpBMKHEErgrhduUvN9MvRYqw5NF_We-SG_nBp8IU-7OPj8nNbpkJ2UlPyPbybOWfAvBaljt9cv0DUaciiw |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LbxMxEB7RRCAuiKcaHq2FgAta4d21HZtbRElSiCJeoVUvlvdhkECbqpsguPHTmfFut8mhlbhlo9ldxfbMfPF8_gbgmckN1z5TUSw1j4TPTaQLvNSZSJXLvRN5YFvM1XQh3h3L43bDjc7CNPoQ3YYbeUaI1-Tgp4VvxQZII5P-C09mnADzcAf6EhMT70F_9HVxsuhiMQbopmeeEZFOhqqlvuMTXm3ev5WUdr4TJbJPo_ybqJKuxtHyTZuLLRy6iWZDOhrfhlstjmSjZuLvwLWyugvXJ6FP7x_8FJideX0P_h6VK2IvsqLpPV8zorp_Y47Va4SbbOlZ7YIsJ11k3SZt_ZqNWI45jgUFWrLbKHYzeuKFUjhD6MsQSrLDitYbw3BEHHgc42p1Hxbjt1_eTKO27ULkFDHVpM4FdwjclC54pkRsSqNdkWXclxgehVcmL3jpSPqNl6nSTsgi9o5LZ2LjdPoAetWyKneBkT6gd4mRWcEFnYmNs1QOcQGoWCVO6wG8PB93m7ea5NQa46cNtfHE2M1ZGsDzzvq00eK4xO4pTmFnQgLa09HM0nehkpym6lc8gBdhhjszd_aDSG5DaY_mE3uSfo7FNP5oDwawt7UELl6N4IoOKg9g_3xNWPRNKri4qlyua0vN5THZiMstEk2FYymvsEBfIoUjHKqw3K785XbyaZYQKnn4X9b7cOPDwdjODufvH8HNZpOJuEmPobc6W5dPEHatsr3Wt_4BPqwhqw |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Wetland+dynamics+using+a+suite+of+satellite+observations+%3A+A+case+study+of+application+and+evaluation+for+the+indian+Subcontinent&rft.jtitle=Geophysical+research+letters&rft.au=PAPA%2C+Fabrice&rft.au=PRIGENT%2C+Catherine&rft.au=DURAND%2C+Fabien&rft.au=ROSSOW%2C+William+B&rft.date=2006-04-01&rft.pub=American+Geophysical+Union&rft.issn=0094-8276&rft.volume=33&rft.issue=8&rft_id=info:doi/10.1029%2F2006gl025767&rft.externalDBID=n%2Fa&rft.externalDocID=17828022 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0094-8276&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0094-8276&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0094-8276&client=summon |