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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Main Authors: Xu Yuan, Kati Laakso, Chad Daniel Davis, J. Antonio Guzmán Q., Qinglin Meng, Arturo Sanchez-Azofeifa
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/11/3261
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spelling 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
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