Design of a Remote-Controlled Platform for Green Roof Plants Monitoring via Hyperspectral Sensors

被引:7
作者
Moroni, Monica [1 ]
Porti, Michele [2 ]
Piro, Patrizia [2 ]
机构
[1] Sapienza Univ Rome, DICEA, Via Eudossiana 18, I-00184 Rome, Italy
[2] Univ Calabria, DINCI Dipartimento Ingn Civile, Via P Bucci 42B, I-87036 Arcavacata Di Rende, CS, Italy
关键词
vegetation monitoring; vegetation indices; green roofs; vegetation stress; remote controlled platform; hyperspectral sensors; BAND VEGETATION INDEXES; NUMERICAL-ANALYSIS; NARROW-BAND; BROAD-BAND; BEHAVIOR; RETENTION;
D O I
10.3390/w11071368
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The combination of an appropriate design and careful management of green infrastructures may contribute to mitigate flooding (stormwater quantity) and pollutant discharges (stormwater quality) into receiving water bodies and to coping with other extreme climate impacts (such as temperature regime) on a long-term basis and water cycle variability. The vegetation health state ensures the green infrastructure's effectiveness. Due to their remarkable spatial and spectral resolution, hyperspectral sensing devices appear to be the most suited for green infrastructure vegetation monitoring according to the peculiar spectral features that vegetation exhibits. In particular, vegetation health-state detection is feasible due to the modifications the typical vegetation spectral signature undergoes when abnormalities are present. This paper presents a ground spectroscopy monitoring survey of the green roof installed at the University of Calabria fulfilled via the acquisition and analysis of hyperspectral data. The spectroradiometer, placed on a fixed stand, was used to identify stress conditions of vegetation located in areas where drought could affect the plant health state. Broadband vegetation indices were employed for this purpose. For the test case presented, data acquired agreed well with direct observations on the ground. The analyses carried out showed the remarkable performances of the broadband indices Red Difference Vegetation Index (Red DVI), Simple Ratio (SR) and Triangular Vegetation Index (TVI) in highlighting the vegetation health state and encouraged the design of a remote-controlled platform for monitoring purposes.
引用
收藏
页数:13
相关论文
共 30 条
[1]   Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks [J].
Agapiou, Athos ;
Hadjimitsis, Diofantos G. ;
Alexakis, Dimitrios D. .
REMOTE SENSING, 2012, 4 (12) :3892-3919
[2]   Lightweight unmanned aerial vehicles will revolutionize spatial ecology [J].
Anderson, Karen ;
Gaston, Kevin J. .
FRONTIERS IN ECOLOGY AND THE ENVIRONMENT, 2013, 11 (03) :138-146
[3]   Plant cover and floristic composition effect on thermal behaviour of extensive green roofs [J].
Bevilacqua, Piero ;
Coma, Julia ;
Perez, Gabriel ;
Chocarro, Cristina ;
Juarez, Alejandro ;
Sole, Cristian ;
De Simone, Marilena ;
Cabeza, Luisa F. .
BUILDING AND ENVIRONMENT, 2015, 92 :305-316
[4]   Multi-level numerical and statistical analysis of the hygrothermal behavior of a non-vegetated green roof in a mediterranean climate [J].
Brunetti, Giuseppe ;
Porti, Michele ;
Piro, Patrizia .
APPLIED ENERGY, 2018, 221 :204-219
[5]   On the use of surrogate-based modeling for the numerical analysis of Low Impact Development techniques [J].
Brunetti, Giuseppe ;
Simunek, Jirka ;
Turco, Michele ;
Piro, Patrizia .
JOURNAL OF HYDROLOGY, 2017, 548 :263-277
[6]   A comprehensive numerical analysis of the hydraulic behavior of a permeable pavement [J].
Brunetti, Giuseppe ;
Simunek, Jiri ;
Piro, Patrizia .
JOURNAL OF HYDROLOGY, 2016, 540 :1146-1161
[7]  
Eea-foen J., 2011, 22011 EEA
[8]   The Influence of Hydrologic Parameters on the Hydraulic Efficiency of an Extensive Green Roof in Mediterranean Area [J].
Garofalo, Giuseppina ;
Palermo, Stefania Anna ;
Principato, Francesca ;
Theodosiou, Theodoros ;
Piro, Patrizia .
WATER, 2016, 8 (02)
[9]   A generalized soil-adjusted vegetation index [J].
Gilabert, MA ;
González-Piqueras, J ;
García-Haro, FJ ;
Meliá, J .
REMOTE SENSING OF ENVIRONMENT, 2002, 82 (2-3) :303-310
[10]   Cooling Effect of Permeable Asphalt Pavement Under Dry and Wet Conditions [J].
Li, Hui ;
Harvey, John ;
Jones, David .
TRANSPORTATION RESEARCH RECORD, 2013, (2372) :97-107