基于Landsat遙感影像的杭州城市人為熱定量估算研究
[Abstract]:Since the Industrial Revolution, cities, as the most frequent regional space for human activities, have been the most active places for material, energy and information exchange. Urban anthropogenic heat flux (Anthropogenic Heat Flux, AHF) is the part of heat produced by human activities and placed in the atmosphere. In the past, the effects of anthropogenic heat flux (Anthropogenic Heat Flux, AHF) were often ignored in urban heat island studies because of the small anthropogenic heat emissions. In recent years, with the increasing of urban energy consumption, the anthropogenic heat release is an important factor in the intensification of urban heat island effect. The academic research on artificial heat is still in the exploratory stage. It has theoretical and practical significance to study and analyze it quantitatively. In this paper, on the basis of sorting out the relevant literatures in the field of urban artificial heat research at home and abroad, by comparing the energy inventory method with the surface energy balance method, It is found that the spatial distribution and numerical value of the remote sensing estimation method based on the energy balance method are closer to the actual situation. Based on the LandsatTM remote sensing images of 1991, 2000 and 2010, the surface parameters such as NDVI,MNDWI, surface albedo, surface specific emissivity and surface temperature were calculated, and the land use / cover classification information for three years was extracted. Several meteorological parameters, including aerodynamic resistance, surface water vapor diffusion resistance, air specific emissivity, atmospheric transmittance and so on, are calculated based on the meteorological data of the same period. Based on the energy balance equation of urban surface, the surface net radiation, sensible heat flux, latent heat flux and soil heat flux are calculated by using these remote sensing parameters and meteorological parameters, respectively. Finally, the spatial distribution of urban anthropogenic heat flux in different years can be obtained. The maximum value of anthropogenic heat emission in Hangzhou was 83.63 Wm-2 in 1991, 147.68 Wm-2 in 2000 and 287.17Wm-2 in 2010. The average value of anthropogenic heat emission was 18.76 Wm-227.5Wm-2125.66 Wm-2 by using the spatial analysis function of GIS. It is concluded that the period of 2000-2010 is a period of rapid increase of anthropogenic heat emissions. Based on the analysis of the temporal and spatial changes of artificial heat in Hangzhou, the relationship between the social economy, land use expansion and impermeable surface changes of artificial heat and urban development is analyzed by means of the combination of quantitative and qualitative methods. It is found that the anthropogenic heat flux is positively correlated with the urban population density and the ratio of GDP, impervious surface, but not with the area of urban construction land. By extracting the LST curves and AHF curves from the profile lines of the city's south-north and east-west directions, it is found that the urban anthropogenic heat flux is basically consistent with the change trend of the surface temperature, and it is concluded that the urban anthropogenic heat emission has the effect of increasing the temperature of the surface. Therefore, it is proved that anthropogenic heat emission is one of the main reasons for the aggravation of urban heat island effect. Finally, the measures and suggestions for the mitigation of anthropogenic heat emission are put forward for different anthropogenic heat sources.
【學(xué)位授予單位】:浙江大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2015
【分類號】:X87;X16
【參考文獻(xiàn)】
相關(guān)期刊論文 前10條
1 張弛;束炯;陳姍姍;;城市人為熱排放分類研究及其對氣溫的影響[J];長江流域資源與環(huán)境;2011年02期
2 劉越;Shintaro Goto;莊大方;匡文慧;;城市地表熱通量遙感反演及與下墊面關(guān)系分析[J];地理學(xué)報;2012年01期
3 何曉鳳;蔣維楣;陳燕;劉罡;;人為熱源對城市邊界層結(jié)構(gòu)影響的數(shù)值模擬研究[J];地球物理學(xué)報;2007年01期
4 韋玉春;黃家柱;;Landsat5圖像的增益、偏置取值及其對行星反射率計算分析[J];地球信息科學(xué);2006年01期
5 顧瑩;束炯;;上海近30年人為熱變化及與氣溫的關(guān)系研究[J];長江流域資源與環(huán)境;2014年08期
6 霍飛;陳海山;;人為熱源對城市熱島效應(yīng)影響的數(shù)值模擬試驗[J];氣象與減災(zāi)研究;2010年03期
7 牛強(qiáng);聶超群;林峰;李玲;季路成;;局地氣溫與人為熱釋放關(guān)系的模型研究[J];中國科學(xué):技術(shù)科學(xué);2012年05期
8 曹雯;申雙和;;我國太陽日總輻射計算方法的研究[J];南京氣象學(xué)院學(xué)報;2008年04期
9 佟華,劉輝志,桑建國,胡非;城市人為熱對北京熱環(huán)境的影響[J];氣候與環(huán)境研究;2004年03期
10 王志銘;王雪梅;;廣州人為熱初步估算及敏感性分析[J];氣象科學(xué);2011年04期
,本文編號:2276230
本文鏈接:http://sikaile.net/kejilunwen/huanjinggongchenglunwen/2276230.html