Low Altitude Unmanned Aerial Vehicles (UAVs) and Satellite Remote Sensing Are Used to Calculated River Discharge Attenuation Coefficients of Ungauged Catchments in Arid Desert
The arid desert ecosystem is very fragile, and the change of its river discharge has a direct impact on irrigation and natural environment. River discharge attenuation coefficients is a key index to reveal the stability of desert river ecosystem. However, due to the harsh conditions in desert areas,...
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description | The arid desert ecosystem is very fragile, and the change of its river discharge has a direct impact on irrigation and natural environment. River discharge attenuation coefficients is a key index to reveal the stability of desert river ecosystem. However, due to the harsh conditions in desert areas, it is difficult to establish a hydrological station to obtain data and calculate the attenuation coefficients, so it is urgent to develop new methods to master the attenuation coefficients of rivers. In this study, Taklamakan desert river was selected as the research area, and the river discharge of the desert river were estimated by combining low-altitude UAV and satellite remote sensing technology, so as to calculate the attenuation status of the river in its natural state. Combined with satellite remote sensing, the surface runoff in the desert reaches of the Hotan River from 1993 to 2017 were estimated. The results showed that the base of runoff attenuation in the lower reaches of the Hotan River is 40%. Coupled UAV and satellite remote sensing technology can provide technical support for the study of surface runoff in desert rivers within ungauged basins. Using UAV and satellite remote sensing can monitor surface runoff effectively providing important reference for river discharge monitoring in ungauged catchments. |
doi_str_mv | 10.3390/w11122633 |
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River discharge attenuation coefficients is a key index to reveal the stability of desert river ecosystem. However, due to the harsh conditions in desert areas, it is difficult to establish a hydrological station to obtain data and calculate the attenuation coefficients, so it is urgent to develop new methods to master the attenuation coefficients of rivers. In this study, Taklamakan desert river was selected as the research area, and the river discharge of the desert river were estimated by combining low-altitude UAV and satellite remote sensing technology, so as to calculate the attenuation status of the river in its natural state. Combined with satellite remote sensing, the surface runoff in the desert reaches of the Hotan River from 1993 to 2017 were estimated. The results showed that the base of runoff attenuation in the lower reaches of the Hotan River is 40%. Coupled UAV and satellite remote sensing technology can provide technical support for the study of surface runoff in desert rivers within ungauged basins. Using UAV and satellite remote sensing can monitor surface runoff effectively providing important reference for river discharge monitoring in ungauged catchments.</description><identifier>ISSN: 2073-4441</identifier><identifier>EISSN: 2073-4441</identifier><identifier>DOI: 10.3390/w11122633</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Altitude ; Aquatic ecosystems ; Artificial satellites in remote sensing ; Attenuation coefficients ; Base runoff ; Catchments ; Climate change ; Deserts ; Drone aircraft ; Ecosystems ; Environmental monitoring ; Flow velocity ; Hydrology ; Low altitude ; Machine learning ; Methods ; Remote monitoring ; Remote sensing ; River discharge ; River ecology ; River flow ; Rivers ; Runoff ; Satellite communications ; Satellites ; Scale models ; Surface runoff ; Technical services ; Technology ; Unmanned aerial vehicles</subject><ispartof>Water (Basel), 2019-12, Vol.11 (12), p.2633</ispartof><rights>COPYRIGHT 2019 MDPI AG</rights><rights>2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c331t-2e215eea410c6de176aaf1017c027e769eab1a4a025030d631563c29c942b4393</citedby><cites>FETCH-LOGICAL-c331t-2e215eea410c6de176aaf1017c027e769eab1a4a025030d631563c29c942b4393</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Yang, Shengtian</creatorcontrib><creatorcontrib>Wang, Juan</creatorcontrib><creatorcontrib>Wang, Pengfei</creatorcontrib><creatorcontrib>Gong, Tongliang</creatorcontrib><creatorcontrib>Liu, Huiping</creatorcontrib><title>Low Altitude Unmanned Aerial Vehicles (UAVs) and Satellite Remote Sensing Are Used to Calculated River Discharge Attenuation Coefficients of Ungauged Catchments in Arid Desert</title><title>Water (Basel)</title><description>The arid desert ecosystem is very fragile, and the change of its river discharge has a direct impact on irrigation and natural environment. River discharge attenuation coefficients is a key index to reveal the stability of desert river ecosystem. However, due to the harsh conditions in desert areas, it is difficult to establish a hydrological station to obtain data and calculate the attenuation coefficients, so it is urgent to develop new methods to master the attenuation coefficients of rivers. In this study, Taklamakan desert river was selected as the research area, and the river discharge of the desert river were estimated by combining low-altitude UAV and satellite remote sensing technology, so as to calculate the attenuation status of the river in its natural state. Combined with satellite remote sensing, the surface runoff in the desert reaches of the Hotan River from 1993 to 2017 were estimated. The results showed that the base of runoff attenuation in the lower reaches of the Hotan River is 40%. Coupled UAV and satellite remote sensing technology can provide technical support for the study of surface runoff in desert rivers within ungauged basins. Using UAV and satellite remote sensing can monitor surface runoff effectively providing important reference for river discharge monitoring in ungauged catchments.</description><subject>Altitude</subject><subject>Aquatic ecosystems</subject><subject>Artificial satellites in remote sensing</subject><subject>Attenuation coefficients</subject><subject>Base runoff</subject><subject>Catchments</subject><subject>Climate change</subject><subject>Deserts</subject><subject>Drone aircraft</subject><subject>Ecosystems</subject><subject>Environmental monitoring</subject><subject>Flow velocity</subject><subject>Hydrology</subject><subject>Low altitude</subject><subject>Machine learning</subject><subject>Methods</subject><subject>Remote monitoring</subject><subject>Remote sensing</subject><subject>River discharge</subject><subject>River ecology</subject><subject>River flow</subject><subject>Rivers</subject><subject>Runoff</subject><subject>Satellite communications</subject><subject>Satellites</subject><subject>Scale models</subject><subject>Surface runoff</subject><subject>Technical services</subject><subject>Technology</subject><subject>Unmanned aerial vehicles</subject><issn>2073-4441</issn><issn>2073-4441</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpNUctO5DAQtBArLZrlsH9giQscBvxKQo5ReEojrQQ7XKPG6WSMHBtshxFfxS9idlaI7kO1SlXVhyLkN2enUtbsbMs5F6KUco8cCFbJpVKK73-7f5LDGJ9YHlWfnxfsgLyv_JY2Npk090jXbgLnsKcNBgOWPuDGaIuRHq-bh3hCwfX0HhJaaxLSO5x8hnt00biRNiEHxGxOnrZg9Wyzsqd35hUDvTBRbyCMSJuU0M2QjHe09TgMRht0KVI_5P8jzGM2tZD0ZvpHG5eTTU8vMGJIv8iPAWzEw_-4IOury7_tzXL15_q2bVZLLSVPS4GCF4igONNlj7wqAQbOeKWZqLAqa4RHDgqYKJhkfSl5UUotal0r8ahkLRfkaJf7HPzLjDF1T34OLr_sRFGwQkheVVl1ulONYLEzbvApgM7b42S0dziYzDdVzUWtPk0LcrIz6OBjDDh0z8FMEN46zrrPDruvDuUH8fCOCQ</recordid><startdate>20191201</startdate><enddate>20191201</enddate><creator>Yang, Shengtian</creator><creator>Wang, Juan</creator><creator>Wang, Pengfei</creator><creator>Gong, Tongliang</creator><creator>Liu, Huiping</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope></search><sort><creationdate>20191201</creationdate><title>Low Altitude Unmanned Aerial Vehicles (UAVs) and Satellite Remote Sensing Are Used to Calculated River Discharge Attenuation Coefficients of Ungauged Catchments in Arid Desert</title><author>Yang, Shengtian ; Wang, Juan ; Wang, Pengfei ; Gong, Tongliang ; Liu, Huiping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c331t-2e215eea410c6de176aaf1017c027e769eab1a4a025030d631563c29c942b4393</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Altitude</topic><topic>Aquatic ecosystems</topic><topic>Artificial satellites in remote sensing</topic><topic>Attenuation coefficients</topic><topic>Base runoff</topic><topic>Catchments</topic><topic>Climate change</topic><topic>Deserts</topic><topic>Drone aircraft</topic><topic>Ecosystems</topic><topic>Environmental monitoring</topic><topic>Flow velocity</topic><topic>Hydrology</topic><topic>Low altitude</topic><topic>Machine learning</topic><topic>Methods</topic><topic>Remote monitoring</topic><topic>Remote sensing</topic><topic>River discharge</topic><topic>River ecology</topic><topic>River flow</topic><topic>Rivers</topic><topic>Runoff</topic><topic>Satellite communications</topic><topic>Satellites</topic><topic>Scale models</topic><topic>Surface runoff</topic><topic>Technical services</topic><topic>Technology</topic><topic>Unmanned aerial vehicles</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Shengtian</creatorcontrib><creatorcontrib>Wang, Juan</creatorcontrib><creatorcontrib>Wang, Pengfei</creatorcontrib><creatorcontrib>Gong, Tongliang</creatorcontrib><creatorcontrib>Liu, Huiping</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Water (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yang, Shengtian</au><au>Wang, Juan</au><au>Wang, Pengfei</au><au>Gong, Tongliang</au><au>Liu, Huiping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Low Altitude Unmanned Aerial Vehicles (UAVs) and Satellite Remote Sensing Are Used to Calculated River Discharge Attenuation Coefficients of Ungauged Catchments in Arid Desert</atitle><jtitle>Water (Basel)</jtitle><date>2019-12-01</date><risdate>2019</risdate><volume>11</volume><issue>12</issue><spage>2633</spage><pages>2633-</pages><issn>2073-4441</issn><eissn>2073-4441</eissn><abstract>The arid desert ecosystem is very fragile, and the change of its river discharge has a direct impact on irrigation and natural environment. River discharge attenuation coefficients is a key index to reveal the stability of desert river ecosystem. However, due to the harsh conditions in desert areas, it is difficult to establish a hydrological station to obtain data and calculate the attenuation coefficients, so it is urgent to develop new methods to master the attenuation coefficients of rivers. In this study, Taklamakan desert river was selected as the research area, and the river discharge of the desert river were estimated by combining low-altitude UAV and satellite remote sensing technology, so as to calculate the attenuation status of the river in its natural state. Combined with satellite remote sensing, the surface runoff in the desert reaches of the Hotan River from 1993 to 2017 were estimated. The results showed that the base of runoff attenuation in the lower reaches of the Hotan River is 40%. Coupled UAV and satellite remote sensing technology can provide technical support for the study of surface runoff in desert rivers within ungauged basins. Using UAV and satellite remote sensing can monitor surface runoff effectively providing important reference for river discharge monitoring in ungauged catchments.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/w11122633</doi><oa>free_for_read</oa></addata></record> |
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subjects | Altitude Aquatic ecosystems Artificial satellites in remote sensing Attenuation coefficients Base runoff Catchments Climate change Deserts Drone aircraft Ecosystems Environmental monitoring Flow velocity Hydrology Low altitude Machine learning Methods Remote monitoring Remote sensing River discharge River ecology River flow Rivers Runoff Satellite communications Satellites Scale models Surface runoff Technical services Technology Unmanned aerial vehicles |
title | Low Altitude Unmanned Aerial Vehicles (UAVs) and Satellite Remote Sensing Are Used to Calculated River Discharge Attenuation Coefficients of Ungauged Catchments in Arid Desert |
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