Land surface temperature and vegetation index as a proxy to microclimate

被引:31
|
作者
Maroni, Daniela [1 ]
Cardoso, Grace Tiberio [1 ]
Neckel, Alcindo [1 ]
Maculan, Laercio Stolfo [1 ]
Oliveira, Marcos L. S. [2 ,3 ]
Bodah, Eliane Thaines [4 ,5 ]
Bodah, Brian William [5 ]
Santosh, M. [6 ,7 ]
机构
[1] IMED, Fac Merid, BR-99070220 Passo Fundo, RS, Brazil
[2] Univ Costa, CUC, Dept Civil & Environm, Calle 58 55-66, Barranquilla, Atlantico, Colombia
[3] Univ Lima, Dept Ingn Civil & Arquitectura, Ave Javier Prado Este 4600, Santiago De Surco 1503, Peru
[4] SUNY Onodaga Community Coll, 4585 West Seneca Turnpike, Syracuse, NY 13215 USA
[5] Thaines & Bodah Ctr Educ & Dev, 840 South Meadowlark Lane, Othello, WA 99344 USA
[6] China Univ Geosci Beijing, Sch Earth Sci & Resources, Beijing 100083, Peoples R China
[7] Univ Adelaide, Dept Earth Sci, Adelaide, SA 5005, Australia
来源
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING | 2021年 / 9卷 / 04期
关键词
Engineering; Microclimate; Remote Sensing; Air Temperature; Global environment; SATELLITE; LST;
D O I
10.1016/j.jece.2021.105796
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The effect of global climate change on the temperature of urban areas has become more pronounced in the past couple decades, impacting population and quality of life. The United Nations (UN), the National Aeronautics and Space Administration (NASA) and the Intergovernmental Panel on Climate Change (IPCC) have emphasized the impact of urban structures on microclimatic. A better understanding of these effects is important to formulate effective strategies that would contribute to address the impacts of increased urban growth. Here we address a case study of the Vila Rodrigues neighborhood, located in Passo Fundo City in southern Brazil to analyze the variations of emissivity, temperature and vegetation of the terrestrial surface, with influence of buildings. We employ Landsat satellite images, and unpublished data provided by the NASA, interpolated and classified in the QGIS software, using Bands 4, 5 and 10, converted to Gray Level (NC). This procedure allowed the spectral radiance of the reflectance temperature to be obtained. The Land Surface Temperature (LST) and Normalized Difference Vegetation Index (NDVI) were used, with correction of emissivity and spectral error, in the identification of the surface temperature of different areas in the Villa Rodrigues. The results showed a total variation of 3.86 degrees C among the sampled points, which is increased by the difference in significance of the thermal balance in urban areas under open sky with buildings. We suggest that green areas and parks with abundant vegetative cover and the application of new building materials in future constructions would help to improve the urban climate, and such regulation of the local temperature on global scale is an effective step towards addressing the adverse effects from climate change.
引用
收藏
页数:15
相关论文
共 50 条
  • [12] Derivation of land surface temperature using satellite imagery and its relationship with vegetation index
    Parmar, H., V
    Gontia, N. K.
    JOURNAL OF AGROMETEOROLOGY, 2019, 21 (01): : 104 - 106
  • [13] A Framework for the Prediction of Land Surface Temperature Using Artificial Neural Network and Vegetation Index
    Shanmugapriya, Vinodhini E.
    Geetha, P.
    2017 INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), 2017, : 1313 - 1317
  • [14] GLOBAL ANALYSIS OF THE RELATIONSHIPS AMONG A VEGETATION INDEX, PRECIPITATION AND LAND-SURFACE TEMPERATURE
    SCHULTZ, PA
    HALPERT, MS
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 1995, 16 (15) : 2755 - 2777
  • [15] Vegetation Placement for Summer Built Surface Temperature Moderation in an Urban Microclimate
    Millward, Andrew A.
    Torchia, Melissa
    Laursen, Andrew E.
    Rothman, Lorne D.
    ENVIRONMENTAL MANAGEMENT, 2014, 53 (06) : 1043 - 1057
  • [16] Vegetation Placement for Summer Built Surface Temperature Moderation in an Urban Microclimate
    Andrew A. Millward
    Melissa Torchia
    Andrew E. Laursen
    Lorne D. Rothman
    Environmental Management, 2014, 53 : 1043 - 1057
  • [17] Quantification of the Relationship Between Normalized Difference Vegetation Index (NDVI) and Land Surface Temperature (LST) in Arable Land
    Na, Sang-Il
    Park, Jong-Hwa
    Park, Jin-Ki
    REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY XII, 2010, 7824
  • [18] Proxy detection of wheat water stress from photochemical reflectance index and land surface temperature data
    Rafi, Zoubair
    Le Dantec, Valerie
    Khabba, Said
    Amazirh, Abdelhakim
    Mordelet, Patrick
    Bouras, El Houssaine
    Er-Raki, Salah
    Chehbouni, Abdelghani
    Merlin, Olivier
    AGRICULTURAL AND FOREST METEOROLOGY, 2024, 358
  • [19] Land surface temperature and normalized difference vegetation index relationship: a seasonal study on a tropical city
    Subhanil Guha
    Himanshu Govil
    SN Applied Sciences, 2020, 2
  • [20] Monitoring thermal status of ecosystems with MODIS land-surface temperature and vegetation index products
    Wan, ZM
    REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY IV, 2003, 4879 : 280 - 288