Monitoring the Water Stress of an Indoor Living Wall System Using the “Triangle Method”
Living walls are important vertical greening systems with modular prevegetated structures. Studies have suggested that living walls have many social benefits as an ecological engineering technique with notable potential for reconciliation ecology. Despite these benefits, there are currently no matur...
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doaj-c4302279d2b54cfc9cabd789f8ad7c572020-11-25T02:36:40ZengMDPI AGSensors1424-82202020-06-01203261326110.3390/s20113261Monitoring the Water Stress of an Indoor Living Wall System Using the “Triangle Method”Xu Yuan0Kati Laakso1Chad Daniel Davis2J. Antonio Guzmán Q.3Qinglin Meng4Arturo Sanchez-Azofeifa5State Key Laboratory of Subtropical Building Science, South China University of Technology, Guangzhou 510641, ChinaCentre for Earth Observation Sciences (CEOS), Department of Earth and Atmospheric Sciences, University of Alberta, Edmonton, AB T6G 2E3, CanadaGardens by the Bay, Singapore 018953, SingaporeCentre for Earth Observation Sciences (CEOS), Department of Earth and Atmospheric Sciences, University of Alberta, Edmonton, AB T6G 2E3, CanadaState Key Laboratory of Subtropical Building Science, South China University of Technology, Guangzhou 510641, ChinaCentre for Earth Observation Sciences (CEOS), Department of Earth and Atmospheric Sciences, University of Alberta, Edmonton, AB T6G 2E3, CanadaLiving walls are important vertical greening systems with modular prevegetated structures. Studies have suggested that living walls have many social benefits as an ecological engineering technique with notable potential for reconciliation ecology. Despite these benefits, there are currently no mature workflows or technologies for monitoring the health status and water stress of living wall systems. To partially fill the current knowledge gap related to water stress, we acquired thermal, multispectral, and hyperspectral remote sensing data from an indoor living wall in the Cloud Forest of the Gardens by the Bay, Singapore. The surface temperature (Ts) and a normalized difference vegetation index (NDVI) were obtained from these data to construct a Ts-NDVI space for applying the “triangle method”. A simple and effective algorithm was proposed to determine the dry and wet edges, the key components of the said method. The pixels associated with the dry and wet edges were then selected and highlighted to directly display the areas under water-stress conditions. Our results suggest that the proposed algorithm can provide a reasonable overview of the water-stress information of the living wall; therefore, our method can be simple and effective to monitor the health status of a living wall. Furthermore, our work confirms that the triangle method can be transferred from the outdoors to an indoor environment.https://www.mdpi.com/1424-8220/20/11/3261living walltriangle methodremote sensingtemperatureNDVI |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xu Yuan Kati Laakso Chad Daniel Davis J. Antonio Guzmán Q. Qinglin Meng Arturo Sanchez-Azofeifa |
spellingShingle |
Xu Yuan Kati Laakso Chad Daniel Davis J. Antonio Guzmán Q. Qinglin Meng Arturo Sanchez-Azofeifa Monitoring the Water Stress of an Indoor Living Wall System Using the “Triangle Method” Sensors living wall triangle method remote sensing temperature NDVI |
author_facet |
Xu Yuan Kati Laakso Chad Daniel Davis J. Antonio Guzmán Q. Qinglin Meng Arturo Sanchez-Azofeifa |
author_sort |
Xu Yuan |
title |
Monitoring the Water Stress of an Indoor Living Wall System Using the “Triangle Method” |
title_short |
Monitoring the Water Stress of an Indoor Living Wall System Using the “Triangle Method” |
title_full |
Monitoring the Water Stress of an Indoor Living Wall System Using the “Triangle Method” |
title_fullStr |
Monitoring the Water Stress of an Indoor Living Wall System Using the “Triangle Method” |
title_full_unstemmed |
Monitoring the Water Stress of an Indoor Living Wall System Using the “Triangle Method” |
title_sort |
monitoring the water stress of an indoor living wall system using the “triangle method” |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2020-06-01 |
description |
Living walls are important vertical greening systems with modular prevegetated structures. Studies have suggested that living walls have many social benefits as an ecological engineering technique with notable potential for reconciliation ecology. Despite these benefits, there are currently no mature workflows or technologies for monitoring the health status and water stress of living wall systems. To partially fill the current knowledge gap related to water stress, we acquired thermal, multispectral, and hyperspectral remote sensing data from an indoor living wall in the Cloud Forest of the Gardens by the Bay, Singapore. The surface temperature (Ts) and a normalized difference vegetation index (NDVI) were obtained from these data to construct a Ts-NDVI space for applying the “triangle method”. A simple and effective algorithm was proposed to determine the dry and wet edges, the key components of the said method. The pixels associated with the dry and wet edges were then selected and highlighted to directly display the areas under water-stress conditions. Our results suggest that the proposed algorithm can provide a reasonable overview of the water-stress information of the living wall; therefore, our method can be simple and effective to monitor the health status of a living wall. Furthermore, our work confirms that the triangle method can be transferred from the outdoors to an indoor environment. |
topic |
living wall triangle method remote sensing temperature NDVI |
url |
https://www.mdpi.com/1424-8220/20/11/3261 |
work_keys_str_mv |
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