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Detection of Irrigated Crops from Sentinel-1 and Sentinel-2 Data to Estimate Seasonal Groundwater Use in South India

Sylvain Ferrant, Adrien Selles, Michel Le Page, Pierre-Alexis Herrault, Charlotte Pelletier, Ahmad Al-Bitar, Stéphane Mermoz, Simon Gascoin, Alexandre Bouvet, Mehdi Saqalli, Benoit Dewandel, Yvan Caballero (+3 others)
<span title="2017-11-03">2017</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
The authors would like to thank the IFCGR field team, especially Wajiduddin, and Pierre Pottin and Bianca Hoersch, respectively Sentinel-1 and 2 mission managers from European Space Agency for their help  ...  Sentinel-1 dataset.  ...  Sentinel-1 and 2 Datasets Sentinel-1 and 2 acquisitions over India began at the end of 2015. Three crop cover successions over three seasons were monitored using the existing images.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs9111119">doi:10.3390/rs9111119</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/afqilw5ymrb2rkwfb25myhckdi">fatcat:afqilw5ymrb2rkwfb25myhckdi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428004212/https://hal-univ-tlse2.archives-ouvertes.fr/hal-01683534/file/remotesensing-09-01119.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a9/1a/a91a67019138f57c0fc044c3fee0a706ae03ceeb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs9111119"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

SENTINEL-1&2 FOR NEAR REAL TIME CROPPING PATTERN MONITORING IN DROUGHT PRONE AREAS. APPLICATION TO IRRIGATION WATER NEEDS IN TELANGANA, SOUTH-INDIA

S. Ferrant, A. Selles, M. Le Page, A. AlBitar, S. Mermoz, S. Gascoin, A. Bouvet, S. Ahmed, Y. Kerr
<span title="2019-07-26">2019</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i74shj7anreaxjo327fokng66m" style="color: black;">The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences</a> </i> &nbsp;
We are developing and testing an automatic methodology for monitoring spatio-temporal variations of irrigated crops in near real time based on Sentinel-1 and -2 data feed over the Telangana State, South  ...  A machine learning algorithm, the Random Forest (RF) method, was automatically used over 6 growing seasons (January to March and July to November, from 2016 to 2018) from the Sentinel-1&amp;amp;2 data  ...  ACKNOWLEDGEMENTS This work was carried out in the context of the project "Agrohydrology from Space," with the support of IRD and NGRI facilities.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xlii-3-w6-285-2019">doi:10.5194/isprs-archives-xlii-3-w6-285-2019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x57eftdcsraxjn3qg75cep37te">fatcat:x57eftdcsraxjn3qg75cep37te</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200211130531/https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W6/285/2019/isprs-archives-XLII-3-W6-285-2019.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fb/ee/fbee31c6b6e43c69e2898a09ac2456b02778303d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xlii-3-w6-285-2019"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Mapping and quantifying agricultural irrigation in heterogeneous landscapes using Google Earth Engine

H.A. Zurqani, J.S. Allen, C.J. Post, C.A. Pellett, T.C. Walker
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mxf42inhbfeo5nt24wkmnpqcpq" style="color: black;">Remote Sensing Applications Society and Environment</a> </i> &nbsp;
In this study, a framework has been developed to regularly monitor irrigated agriculture's extent and distribution using high-spatial-resolution Sentinel-2 imagery for the coastal plain of South Carolina  ...  The objectives of this study are to: 1) compile relevant vegetation indices for mapping and quantifying irrigated and dryland agricultural areas across the coastal plain region of South Carolina, USA;  ...  Monthly scenes were generated from April to September for 2016, 2017, and 2018 using the minimum values of the Sentinel 2 imagery bands for each month (Table 1 ; Fig. 4 ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rsase.2021.100590">doi:10.1016/j.rsase.2021.100590</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iujvyivs6fafhoaoswkxb4kzdm">fatcat:iujvyivs6fafhoaoswkxb4kzdm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210811042015/https://pdf.sciencedirectassets.com/312334/1-s2.0-S2352938521X00031/1-s2.0-S2352938521001269/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjELP%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCIQCfd5DtM40XDDAZ6vXDhk6yuliE9qOCK3AUsymXMFMrpQIgG1c6PUD4yZszYt%2Bad%2FoRH5AzcBpw6Uz8i4BfTAPEaLwqgwQIzP%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARAEGgwwNTkwMDM1NDY4NjUiDI5Fxi8Z3gf9FZZamSrXAxw5qczt3VY2iPujbcakNtaQW91A73AomGXiqKEF60kEB8zSkqhxzgTCvSDl4eCRUp9WRLnUveIGEcLOIIljjPz6CRP4DkkZyqcOhZEe%2FYBn9gfY3FusLV1GUU0x5UTSHBjD0iE2s3joOK0w5w4BzhdHCN6sPEwu4bO%2BOTWYH8TWJyoGXGQ34ZSjMi6A8nySqkFi3AlKisNMo5cd3cCq1nxQRHwwTrWplfYSW1NDpKET8vNX%2FIBClERBwc5FyrPRJFPWOW8kDUMwAhJQealpCleElfkUQkbKNGt2l4WA4ft%2B%2BcTS1fAVeGv39eBW1vStgQC%2F7X4N1BP9ZU6YadRcq6YORETz4LOdJvOJFfYOQuYaZd0wbz6Wnqe8jG%2Fo3uyPe%2FKdk5UslkycxB5SyYtXoOl3g7xvS%2BN%2FJ2axAK3kfMNM%2BIYboXGBVYYnVwTNZ6rSPxhENlBT70jZASlMZdRmltvh41ZMcja%2BH%2BfFu7WhTUTOGWchQ9v7ID88GTAaUOcXs%2B3UpOZnVkaOHScL6MPXw2ONLITA8imAvSP%2BRpGc%2BHVItF8YAK40DRsQQ%2BgPzh6Cb6yL6c%2FYUg8yvQMMMp1v2JY%2FP%2FU20vIDA4lTYCyCkgNrD1q4%2F5Ne4zCl7cyIBjqlAbr%2FHf0bT5hlKUCPPNq9rnUD2kLhm9ZPOQeaOGohAR%2FlGju9PiINAkTTbb47KxjfnPIrbAfSRzvobq%2FltZYhsQiuZsQTUk1zCG79jk9rvOybEoQG0cUOr4Km6oOKlwCpvaAZZpVKKj05RoU9qqy5Eot9zWLBxk3Fx2EM07%2FHcQbyxT8DkCiOWjGevxIRkoteyOnAZxEmWJv%2Bw7kvzfDSf9GO7EaT8A%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20210811T042010Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTYWU7FFKH3%2F20210811%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=d1fa03b2b5bbb3bff2147d4cb36a0b5328fd249fa87ba6c6dae449c354511967&amp;hash=fa59a3931ddacdfe5bab5c3925a2a27b54b5b4a10f183adc8fb80b6492c65a59&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S2352938521001269&amp;tid=spdf-98f7ae6d-a0bd-4115-825f-51fdbb09291c&amp;sid=d2d69eab399ca4438d39b05-500bf07548d8gxrqa&amp;type=client" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9d/8c/9d8cd5ff3706902a72a0affa158650aeac74ab13.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rsase.2021.100590"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

A Review of Irrigation Information Retrievals from Space and Their Utility for Users

Christian Massari, Sara Modanesi, Jacopo Dari, Alexander Gruber, Gabrielle J. M. De Lannoy, Manuela Girotto, Pere Quintana-Seguí, Michel Le Page, Lionel Jarlan, Mehrez Zribi, Nadia Ouaadi, Mariëtte Vreugdenhil (+12 others)
<span title="2021-10-14">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
Here, we review existing Earth observation datasets, models, and algorithms used for irrigation mapping and quantification from the field to the global scale.  ...  Knowing the distribution and extent of irrigated areas as well as the amount of water used for irrigation plays a central role in modeling irrigation water requirements and quantifying the impact of irrigation  ...  Acknowledgments: We would like to thank the anonymous users and organizations who answered the questions in the questionnaire implemented within this study.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13204112">doi:10.3390/rs13204112</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3iohcj5455ehpjhs2gbfhtzcfa">fatcat:3iohcj5455ehpjhs2gbfhtzcfa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211019022144/https://mdpi-res.com/d_attachment/remotesensing/remotesensing-13-04112/article_deploy/remotesensing-13-04112.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/79/0f/790faaa604146d3c33419eb7703e0d6b998c9c3c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13204112"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Estimating adoption and impacts of agricultural management practices in developing countries using satellite data. A scoping review

Christoph Kubitza, Vijesh V. Krishna, Urs Schulthess, Meha Jain
<span title="2020-04-23">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ajsgqjwcyjdejjaqpvehw62fba" style="color: black;">Agronomy for Sustainable Development</a> </i> &nbsp;
The main findings of the paper are threefold: (1) satellite data have been successfully used to detect agricultural practices, such as cropping intensity, tillage, crop residue cover, irrigation, and soil  ...  Here we review 54 studies that used satellite data to estimate adoption and impact of agricultural practices in developing countries.  ...  Funding information This study received support from the CGIAR Research Program on wheat agri-food systems (CRP WHEAT) in the form of consultation fee of the first author (C Kubitza) and salary of the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13593-020-0610-2">doi:10.1007/s13593-020-0610-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3qwigl2kdzh6jpjb6km5gh7r6y">fatcat:3qwigl2kdzh6jpjb6km5gh7r6y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718111914/https://link.springer.com/content/pdf/10.1007/s13593-020-0610-2.pdf?error=cookies_not_supported&amp;code=a59a6676-728b-4c17-8f3b-7435fb3d2a6f" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/38/e6/38e63ee043868d973bd4852a6b688eece6016441.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13593-020-0610-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Groundwater Depletion Signals in the Beqaa Plain, Lebanon: Evidence from GRACE and Sentinel-1 Data

Elias C. Massoud, Zhen Liu, Amin Shaban, Mhamad El Hage
<span title="">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
For monitoring groundwater storage changes, our recommendation is to combine various data sources, and in areas where groundwater measurements are lacking, we especially recommend the use of data from  ...  Results are confirmed using Sentinel-1 interferometric synthetic aperture radar (InSAR) data, which provide high-precision measurements of land subsidence changes caused by intense groundwater usage.  ...  Acknowledgments: The research was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration (80NM0018F0591  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13050915">doi:10.3390/rs13050915</a> <a target="_blank" rel="external noopener" href="https://doaj.org/article/e9a8b70e6bc14e2f990ae04c1aa69c9d">doaj:e9a8b70e6bc14e2f990ae04c1aa69c9d</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/slf67f5xvfey7nzyc6bf2o3da4">fatcat:slf67f5xvfey7nzyc6bf2o3da4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210613205607/https://res.mdpi.com/d_attachment/remotesensing/remotesensing-13-00915/article_deploy/remotesensing-13-00915.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3a/7b/3a7bea869e39cd71e08d6c01e6f4a28b44849e55.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13050915"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Hydrogeomorphology, NDWI and, NDVI of the Meghadrigedda Sub-Watersheds for Optimal Utilization of Resources, Visakhapatnam District, Andhra Pradesh-India Using Landsat Data 2000 and sentinel Data 2020

Usha Chirala, Bhavana Pedada
<span title="">2021</span> <i title="Scientific Research Publishing, Inc."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6j2e6zqm4nhfjofsxuio4kyona" style="color: black;">International journal of geosciences</a> </i> &nbsp;
The watershed has been delineated into nine sub-watersheds and hydrogeomorphology, drainage, drainage density, slope, NDVI and NDWI of the study area has been carried out using Landsat data 2010 and Sentinel  ...  Change detection has been carried on to display the decline in surface water and ground water due to increased concentration of built-up land, siltation of ponds as well as decrease in the number of ponds  ...  Acknowledgements The authors wish to thank USGS earth explorer for providing the satellite data of LANDSAT 2010 and Sentinel 2020.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4236/ijg.2021.126033">doi:10.4236/ijg.2021.126033</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/klce3g2cfreexbnxtddx3xuz3i">fatcat:klce3g2cfreexbnxtddx3xuz3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716210224/https://www.scirp.org/pdf/ijg_2021062913484709.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/58/bb/58bb47641012f0d525e71059753b6210961b8dac.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4236/ijg.2021.126033"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Irrigation History Estimation Using Multitemporal Landsat Satellite Images: Application to an Intensive Groundwater Irrigated Agricultural Watershed in India

Amit Sharma, Laurance Hubert-Moy, Sriramulu Buvaneshwari, Muddu Sekhar, Laurent Ruiz, Soumya Bandyopadhyay, Samuel Corgne
<span title="2018-06-07">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
km 2 ) of Kabini River basin, southern India.  ...  The overarching goal of the proposed research is to identify the historical evolution of irrigated cropland for the post-monsoon (rabi) and summer cropping seasons in the Berambadi watershed (Area = 89  ...  Comments and suggestions from the editor and four reviewers are greatly appreciated. Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs10060893">doi:10.3390/rs10060893</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/owyxkujowrfsdlvvogl3feewsy">fatcat:owyxkujowrfsdlvvogl3feewsy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190505171659/https://hal.archives-ouvertes.fr/hal-01813095/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/80/9f/809f83a25638c919a51d12d7643b99113f227b14.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs10060893"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Spatio-Temporal Assessment of the Shrinking Lake Burdur, Turkey

Adalet DERVİSOGLU, Nur YAĞMUR, Ertuğ FIRATLI, Nebiye MUSAOĞLU, Aysegul TANIK
<span title="2022-06-15">2022</span> <i title="International Journal of Environment and Geoinformatics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/slofodikmrcancnawgujzxlbrq" style="color: black;">International Journal of Environment and Geoinformatics</a> </i> &nbsp;
Resultantly, water withdrawals from the dams and reservoirs built in the region and from the streams feeding the lake for irrigation purposes during the dry season representing the human-induced activities  ...  Landsat imagery and Sentinel 2 images were utilized for the long and short-term assessments, respectively.  ...  Acknowledgements The authors would like to express thanks to Istanbul Technical University (ITU), Scientific Research Project Funding for their financial support to ITU BAP Project number MGA-2019-41917  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.30897/ijegeo.1078781">doi:10.30897/ijegeo.1078781</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6nrkkonbybb4bpxfu5td362leq">fatcat:6nrkkonbybb4bpxfu5td362leq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220520075452/https://dergipark.org.tr/en/download/article-file/2273839" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/29/ba/29bae2e0e1ab30c5c3ca0dd4b57b8cf11b240051.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.30897/ijegeo.1078781"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Cropping Patterns of Annual Crops: A Remote Sensing Review

Mbali Mahlayeye, Roshanak Darvishzadeh, Andrew Nelson
<span title="2022-05-17">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
While cropping patterns are related to crop production and land use intensity, they are rarely reported in agricultural statistics, especially those relating to small farms in developing countries.  ...  A total of 89 studies were selected from 753 publications based on their cropping pattern types and relevance to the scope of this review.  ...  [142] , but they used Sentinel-2 EVI and NDVI multi-temporal data for mapping sequential cropping. In India, SPOT MVC NDVI multitemporal was also used by de Bie et al. [143] and Manjunath et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs14102404">doi:10.3390/rs14102404</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k3xu6ufeijgnnbhfeizdaqftve">fatcat:k3xu6ufeijgnnbhfeizdaqftve</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220521034226/https://mdpi-res.com/d_attachment/remotesensing/remotesensing-14-02404/article_deploy/remotesensing-14-02404-v2.pdf?version=1653015505" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/55/f5/55f52cfc55095cb5956c9192f07e84faa61f9e67.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs14102404"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Hydrological Modeling in India

Riddhi Singh, Vimal Mishra, Balaji Narasimhan, Subimal Ghosh, Anupma Sharma, Subhasisha Dutta, P P Mujumdar
<span title="2020-02-11">2020</span> <i title="Indian National Science Academy"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jwvalmpmyrg6vku2tgyjjhdqdq" style="color: black;">Proceedings of the Indian National Science Academy</a> </i> &nbsp;
This has enabled a number of studies in the last few years advancing surface and groundwater modeling, process understanding, use of satellite-based or low-cost sensing for model development or improvement  ...  , inclusion of anthropogenic influences in hydrologic models, and uncertainty estimation methods.  ...  It was found that groundwater storage has declined in northern India at the rate of 2 cm yr -1 and increased by 1 to 2 cm yr -1 in southern India between 2002 and 2013.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.16943/ptinsa/2020/49802">doi:10.16943/ptinsa/2020/49802</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p6wdhtau2zbivf6pak6s6cljre">fatcat:p6wdhtau2zbivf6pak6s6cljre</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200920115443/https://insa.nic.in/writereaddata/UpLoadedFiles/PINSA/PINSA_2020_Art27.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/26/0e260f3fdb7a2ce89d54824f6e80bcf8133a8052.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.16943/ptinsa/2020/49802"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Earth Observations and Integrative Models in Support of Food and Water Security

Stephanie Schollaert Uz, Alex C. Ruane, Bryan N. Duncan, Compton J. Tucker, George J. Huffman, Iliana E. Mladenova, Batuhan Osmanoglu, Thomas R. H. Holmes, Amy McNally, Christa Peters-Lidard, John D. Bolten, Narendra Das (+4 others)
<span title="2019-02-11">2019</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yei4onxprrgo7kmik2mq56oeq4" style="color: black;">Remote Sensing in Earth Systems Sciences</a> </i> &nbsp;
Although we primarily focus on variables relevant to agriculture, we also include a brief description of the growing use of Earth observations in support of aquaculture and fisheries.  ...  Increasingly sophisticated, publicly-available satellite data products can improve efficiencies in resource management and provide earlier indication of environmental disruption.  ...  [120] documented shocking rates of groundwater decline in northern India caused primarily by extensive and intense agricultural irrigation supported by aquifers where groundwater recharge cannot keep  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s41976-019-0008-6">doi:10.1007/s41976-019-0008-6</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33005873">pmid:33005873</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7526267/">pmcid:PMC7526267</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/a6atcj6wpjfgzbm373w4hmnhqe">fatcat:a6atcj6wpjfgzbm373w4hmnhqe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190501225910/https://link.springer.com/content/pdf/10.1007%2Fs41976-019-0008-6.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d8/9e/d89e85be1fc88936145620dac8d80a6e927640bc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s41976-019-0008-6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7526267" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Assessment of long-term hydrogeological changes and plausible solutions to manage hydrological extremes in the transnational Ganga river basin

L. Surinaidu, Upali Amarasinghe, R. Maheswaran, M. J. Nandan
<span title="2020-11-10">2020</span> <i title="IWA Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xoy7gdtc2jhopcgqiegvdelh5a" style="color: black;">H2Open Journal</a> </i> &nbsp;
This review indicated that transparent data sharing, use of satellite-based observations along with in-situ data, integrated hydro-economic modeling linked to reliable coupled surface–groundwater models  ...  ) are required to promote sustainable and equitable distribution of water resources and to avoid water sharing conflicts in the Ganga basin.  ...  National Institute of Hydrology (NIH), Roorkee, India.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2166/h2oj.2020.049">doi:10.2166/h2oj.2020.049</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r2x4spidv5bnxhlo7y7etqteqq">fatcat:r2x4spidv5bnxhlo7y7etqteqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201112050015/https://watermark.silverchair.com/h2oj2020049.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAA5IwggOOBgkqhkiG9w0BBwagggN_MIIDewIBADCCA3QGCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQMt7Vqn3aWrdEqI2XCAgEQgIIDRWkuNObpkD2OKkpRwTGE0_gXOaDO0-8ulP0Q2JlTNImUDZty8MGgLUV6rQykBf-PU6sD3VBB_p3NAA6HohJl96H7jK0p-7R6TEEYkAZBzOrGS6qZ0LOSw4wwnlsCoWWcDNV3njH81gQT2bYDLqwGR0ogtrh6yPICf1LELhSM7soxIxbbiV8k-ZVHvldwuYxtH9EtsXP9ypiakw4QFnivQU-GX0GNWu3cXpi6qlJN7e40chBNgCxFX47LceFFixLr7vEJe0cvVvnlN1I_H1m5WooI1M9KMAsOZqFDSHx4KTpx3S24MOo_dBDcpvCRpWlSAohiAiO-F6CUy7KPt5hNahhL_zB0RT5FVUOB83llZqOq6f6_K6YCAsk3PDkgE3FSDtHBdigsl4vIr89fmGpz92mH4N2H9_5EtePSb-KjHU17kdG-kCqpKzTTcG21h6OYadeMwaJnRjqELDbrO5OFDK2yQ4PdI6ejbnhmgJ_6fMet2VeF1OCC9ltBP6Ou9uy6MNVcz4R9ZsYJiiYYdRYTKYradxmtbRSC4ooKNCoePcid_u469t4Fxc8bakaO8bp3w34X4nYvUgsL93xb3SHmLy7whMjEYc7e-5XQRVZJkJT7wQBDI0vTG5K43l1h1P2tTXK5tsO-CiQZ0AAu8-zXwLpE_eZ_Fce8HKYArfHYct-_UMLpzm3zx8f51iEcwvUp52b3A2QcOhZU71S6wjsDaNyL_aM6-htRuCcLeq8WGaZDzg6OT2_nroXUK1Oko56s-TnHCfrG2rzYMS4TYpEOZBxOE1sAFdH_cgkP8Kpy6cUtccYuIBEATiepA_mHZRR_5liuisGotTrh3H_sF69PnMsR7QxitjoKqFmbtMI65iUxF1Y_2f14SBQZeGnS2kKaB_8XzQZFQBcsxqnKVMcu40uOiD8QrsddYuveFk6bRSPVrCwFCZyYKFPmcmOohcPGiID7v3zeQSEGyIj_VCjkjpn6dWm-4HwzabQ2TPRDssNoLRLVzUwS_iZ7Bs0zLsazFMVV4YYTkVCBNY-N0N8lIp3HNCgNDajTI7WUf4kFLnzna3cV2HgJb_JuoT_O7XhBWhvvOTz_6OdjNyjm9S_cQwPlgUlMqQ" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9b/68/9b6880d9fb33e4522319dcf2bec9b35d1ba2bdf1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2166/h2oj.2020.049"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

On the Use of Hydrological Models and Satellite Data to Study the Water Budget of River Basins Affected by Human Activities: Examples from the Garonne Basin of France [chapter]

Eric Martin, Simon Gascoin, Youen Grusson, Clément Murgue, Mélanie Bardeau, François Anctil, Sylvain Ferrant, Romain Lardy, Patrick Le Moigne, Delphine Leenhardt, Vincent Rivalland, José-Miguel Sánchez Pérez (+2 others)
<span title="">2016</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pet7oibtwrce3ecntq6u4xkrlu" style="color: black;">Space Sciences Series of ISSI</a> </i> &nbsp;
On the use of hydrological models and satellite data to study the water budget of river basins affected by human activities: examples from the Garonne basin of France  ...  The documents may come from teaching and research institutions in France or abroad, or from public or private research centers.  ...  Acknowledgments This work was carried out within the framework of the project REGARD funded by the STAE foundation (Toulouse, France).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-32449-4_3">doi:10.1007/978-3-319-32449-4_3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6vwvtwcjvjbihlxgw45xdqmome">fatcat:6vwvtwcjvjbihlxgw45xdqmome</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180725215651/https://hal.archives-ouvertes.fr/hal-01529147/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/74/0e747cb4a9e198a7ebe1862520cbef863ac3c01e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-32449-4_3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Remote sensing-based assessment of waterlogging and soil salinity: a case study from Kerala, India

Gabbar Singh Prajapati, Praveen Kumar Rai, Varun Narayan Mishra, Prafull Singh, Arjun Pratap Shahi
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gpby3ud3srf4jbuvw5r35b4dqy" style="color: black;">Results in Geophysical Sciences</a> </i> &nbsp;
are used to validate the results.  A significant spatial relationship between waterlogging and pH, EC, and ESP in irrigation water was identified.  The outcomes are likely to have great significance  ...  to formulate better management strategies in irrigated regions.  ...  was added to it using a pipette to make it 1:2 soil water suspensions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ringps.2021.100024">doi:10.1016/j.ringps.2021.100024</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/srrinwnedzdtpneuozmrzz4hbe">fatcat:srrinwnedzdtpneuozmrzz4hbe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210726215145/https://pdf.sciencedirectassets.com/777843/AIP/1-s2.0-S2666828921000158/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEEYaCXVzLWVhc3QtMSJIMEYCIQD2yDiO9V48LvgqQxuz0KcoGETGYJCR7YehsBUktVSxswIhAKsm4Wf5qb6De%2FNzpQ8Kn4FfbXFXDLxAUeyk10MTSpJfKvoDCE4QBBoMMDU5MDAzNTQ2ODY1IgyM8jYXydIgDtiRKXMq1wNKxTliA4NDdq7WAuOyPXicDGIr7mcVdIlVvVisDYPT%2FONiZuooY0qW%2F7yYEWDjp7YPVGkMMZCH3IRQuZgwI7ngEBzJupue3f8bUUr9jzKJTo%2By8DBBWE5N2jk%2F4YJwZWbZrek0R3YtqCPE%2B4zi6SevM0nQsTwBUYp5zYrk6%2FdYdobs2hSXAIyVStUXuzoHSyOwS9dJt2uxtDewZickH1hRBUzPU%2B2OwyEnuu093PumfemFyU2DPuFICgyNHqXUGAkz9qG6L7fMiqzFFQnj%2B96ZO4GmXSGc37pn04rsMqMTLcL5RhOStliU%2Bwty13W5Lcc2x8L0S949E30%2F32TZ4IO42cXMNidqurJnI43LWcLJvKomrVX03IBal%2BAtgG9uXhPIWWkZN1q9NhjI5ibRNKP9YqnCYEKuizU2%2BIz9G9%2Fl2JSONdv1Bawc5wBRV57ljsZbVgyuhBKIDUYt8s4FxxVeJlDtctrv4jkv0gfThvy8%2FRElvatsljwF8Yj4YxI874mQaqpBnMv9QE0%2F0veNV19z2F9N%2Bfp0lDzRg5i3D6P9xtYKZdExcjWT%2FKPAKjm5cnB47QRaKeKJ9SL9CTjpDVViSn5qa%2BHziCzRhv1trDzj2Xl3YuA%2B%2BlUwxcn8hwY6pAFhtLji%2BYdpAURzh4jCq7723Xk4t11gB7vLCFPPMPKyXRYGFI0dF91SZsc7x8aPpKhu1uiZX%2BENvRVYBeNz6yrIliHYpMM6nE1%2BbjBxhH9GgniF8BHXIQKy5lfEh%2FLLgiNhq%2Fch79vY7wDBJE8Dbxjyp5sahhgiU7BcNBQr9JGEOpAGYCeWcBDXeMApki7p0fHqFc78ZW0bMUK2OqOm2nGokVXvEw%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20210726T215138Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTY253OHREV%2F20210726%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=2c7142339d594a35bebe5733d1b29d4b7a3717166e5f4e66ea93d6cd352f0a51&amp;hash=8578d9742c1dc67b31080f7e367c035e225305ec3ca82648470877657ee562c5&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S2666828921000158&amp;tid=spdf-a28089bb-d34b-427f-8681-3fa02edb73cc&amp;sid=f1cf8a4e4ef65742975a9b452d944cc10aa9gxrqa&amp;type=client" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/71/ab/71ab06dfb4e23ea9847f1974fdd47cba8abbead6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ringps.2021.100024"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>
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