Estimation of air pollution removal capacity by urban vegetation from very high-resolution satellite images in Lithuania

被引:15
作者
Araminiene, Valda [1 ]
Sicard, Pierre [2 ]
Cerniauskas, Valentinas [1 ]
Coulibaly, Fatimatou [2 ]
Varnagiryte-Kabasinskiene, Iveta [1 ]
机构
[1] Lithuanian Res Ctr Agr & Forestry, Inst Forestry, Girionys, Lithuania
[2] ARGANS, Sophia Antipolis, France
关键词
Air pollution; Remote sensing; Urban tree; VHR; Spectral feature; Textural feature; WorldView-3; REGULATING ECOSYSTEM SERVICES; LEAF-AREA INDEX; HEALTH; FORESTS; TRENDS; TREES; DIVERSITY; QUALITY; METRICS; CITIES;
D O I
10.1016/j.uclim.2023.101594
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In cities, particulate matter (PM10), carbon dioxide (CO2), nitrogen dioxide (NO2), and ground level ozone (O3) are some of the most significant air pollutants that have negative effects on human health, vegetation, and biodiversity. The city of Kaunas (Lithuania) represents the geographical region of north-eastern Europe and the Humid continental climate zone. By using a satellite-based approach with Worldview-3 (WV-3) satellite imagery at the very-high spatial and spectral resolution, we have detected and classified the most common tree species (a total of 284,305 trees) in Kaunas with an overall accuracy of about 88% e.g., Acer spp. (10%), Aesculus hippocastanum (11%), Pinus spp. (9%), Quercus spp. (24%), and Tilia spp. (5%) in both private (e. g., residential gardens) and public areas over a large study area (56 km2). The green cover of Kaunas city represents 64% of the total study area. In 2022, the 284,305 trees detected in Kaunas city center and surrounding areas have removed approximately 2084 tons of NO2, 217 tons of PM10, and 22,938 tons of CO2 while dominant trees formed more O3 than they absorbed (1204 tons released) mainly due to the high ozone formation potential of Quercus spp.
引用
收藏
页数:13
相关论文
共 74 条
[1]   Ozone affects plant, insect, and soil microbial communities: A threat to terrestrial ecosystems and biodiversity [J].
Agathokleous, Evgenios ;
Feng, Zhaozhong ;
Oksanen, Elina ;
Sicard, Pierre ;
Wang, Qi ;
Saitanis, Costas J. ;
Araminiene, Valda ;
Blande, James D. ;
Hayes, Felicity ;
Calatayud, Vicent ;
Domingos, Marisa ;
Veresoglou, Stavros D. ;
Penuelas, Josep ;
Wardle, David A. ;
De Marco, Alessandra ;
Li, Zhengzhen ;
Harmens, Harry ;
Yuan, Xiangyang ;
Vitale, Marcello ;
Paoletti, Elena .
SCIENCE ADVANCES, 2020, 6 (33)
[2]   Mapping urban forest structure and function using hyperspectral imagery and lidar data [J].
Alonzo, Michael ;
McFadden, Joseph P. ;
Nowak, David J. ;
Roberts, Dar A. .
URBAN FORESTRY & URBAN GREENING, 2016, 17 :135-147
[3]   Mapping urban forest leaf area index with airborne lidar using penetration metrics and allometry [J].
Alonzo, Michael ;
Bookhagen, Bodo ;
McFadden, Joseph P. ;
Sun, Alex ;
Roberts, Dar A. .
REMOTE SENSING OF ENVIRONMENT, 2015, 162 :141-153
[4]  
Anenberg SC, 2022, LANCET PLANET HEALTH, V6, pE49, DOI 10.1016/S2542-5196(21)00255-2
[5]  
Aplinkos Apsaugos Agentura (AAA), 2022, LITH NAT INV REP 202
[6]  
Aplinkos Apsaugos Agentura (AAA) Environment Protection Department Lithuanian Ministry of Environment, 2022, SUMM REP STAT LITH E
[7]   Trends and inter-relationships of ground-level ozone metrics and forest health in Lithuania [J].
Araminiene, Valda ;
Sicard, Pierre ;
Anav, Alessandro ;
Agathokleous, Evgenios ;
Stakenas, Vidas ;
De Marco, Alessandra ;
Varnagiryte-Kabasinskiene, Iveta ;
Paoletti, Elena ;
Girgzdiene, Rasa .
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 658 :1265-1277
[8]   Mismatches between ecosystem services supply and demand in urban areas: A quantitative assessment in five European cities [J].
Baro, Francesc ;
Haase, Dagmar ;
Gomez-Baggethun, Erik ;
Frantzeskaki, Niki .
ECOLOGICAL INDICATORS, 2015, 55 :146-158
[9]   Estimating the ozone-forming potential of urban trees and shrubs [J].
Benjamin, MT ;
Winer, AM .
ATMOSPHERIC ENVIRONMENT, 1998, 32 (01) :53-68
[10]   A spatially-explicit method to assess the dry deposition of air pollution by urban forests in the city of Florence, Italy [J].
Bottalico, Francesca ;
Travaglini, Davide ;
Chirici, Gherardo ;
Garfi, Vittorio ;
Giannetti, Francesca ;
De Marco, Alessandra ;
Fares, Silvano ;
Marchetti, Marco ;
Nocentini, Susanna ;
Paoletti, Elena ;
Salbitano, Fabio ;
Sanesi, Giovanni .
URBAN FORESTRY & URBAN GREENING, 2017, 27 :221-234