Using UAV Visible Images to Estimate the Soil Moisture of Steppe
Although unmanned aerial vehicles (UAVs) have been utilized in many aspects of steppe management, they have not been commonly used to monitor the soil moisture of steppes. To explore the technology of detecting soil moisture by UAV in a typical steppe, we conducted a watered test in the Loess Platea...
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2020-08-01
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doaj-dcc7047e5b474e5f86ee5c9802e551982020-11-25T03:54:35ZengMDPI AGWater2073-44412020-08-01122334233410.3390/w12092334Using UAV Visible Images to Estimate the Soil Moisture of SteppeFengshuai Lu0Yi Sun1Fujiang Hou2State Key Laboratory of Grassland Agro-Escosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, ChinaInstitute of Fragile Eco-Environment, Nantong University, Nantong 226007, ChinaState Key Laboratory of Grassland Agro-Escosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, ChinaAlthough unmanned aerial vehicles (UAVs) have been utilized in many aspects of steppe management, they have not been commonly used to monitor the soil moisture of steppes. To explore the technology of detecting soil moisture by UAV in a typical steppe, we conducted a watered test in the Loess Plateau of China, quantitatively revealing the relationship between the surface soil moisture and the visible images captured using a UAV. The results showed that the surface soil moisture was significantly correlated with the brightness of UAV visible images, and the surface soil moisture could be estimated based on the brightness of the visible images of the UAV combined with vegetation coverage. This study addresses the problem of soil moisture measurement in flat regions of arid and semi-arid steppes at the mesoscale, and contributes to the popularization of the use of UAVs in steppe ecological research.https://www.mdpi.com/2073-4441/12/9/2334sheepgrazingvegetation coveragevisible imagebrightness |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Fengshuai Lu Yi Sun Fujiang Hou |
spellingShingle |
Fengshuai Lu Yi Sun Fujiang Hou Using UAV Visible Images to Estimate the Soil Moisture of Steppe Water sheep grazing vegetation coverage visible image brightness |
author_facet |
Fengshuai Lu Yi Sun Fujiang Hou |
author_sort |
Fengshuai Lu |
title |
Using UAV Visible Images to Estimate the Soil Moisture of Steppe |
title_short |
Using UAV Visible Images to Estimate the Soil Moisture of Steppe |
title_full |
Using UAV Visible Images to Estimate the Soil Moisture of Steppe |
title_fullStr |
Using UAV Visible Images to Estimate the Soil Moisture of Steppe |
title_full_unstemmed |
Using UAV Visible Images to Estimate the Soil Moisture of Steppe |
title_sort |
using uav visible images to estimate the soil moisture of steppe |
publisher |
MDPI AG |
series |
Water |
issn |
2073-4441 |
publishDate |
2020-08-01 |
description |
Although unmanned aerial vehicles (UAVs) have been utilized in many aspects of steppe management, they have not been commonly used to monitor the soil moisture of steppes. To explore the technology of detecting soil moisture by UAV in a typical steppe, we conducted a watered test in the Loess Plateau of China, quantitatively revealing the relationship between the surface soil moisture and the visible images captured using a UAV. The results showed that the surface soil moisture was significantly correlated with the brightness of UAV visible images, and the surface soil moisture could be estimated based on the brightness of the visible images of the UAV combined with vegetation coverage. This study addresses the problem of soil moisture measurement in flat regions of arid and semi-arid steppes at the mesoscale, and contributes to the popularization of the use of UAVs in steppe ecological research. |
topic |
sheep grazing vegetation coverage visible image brightness |
url |
https://www.mdpi.com/2073-4441/12/9/2334 |
work_keys_str_mv |
AT fengshuailu usinguavvisibleimagestoestimatethesoilmoistureofsteppe AT yisun usinguavvisibleimagestoestimatethesoilmoistureofsteppe AT fujianghou usinguavvisibleimagestoestimatethesoilmoistureofsteppe |
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1724472984945557504 |