廣州市地表熱環(huán)境空間格局及其驅(qū)動(dòng)因素研究
中圖分類號(hào):TP391;TU984 文獻(xiàn)標(biāo)識(shí)碼:A 文章編號(hào):2096-4706(2025)07-0161-07
Abstract:Inordertoexplorethe spatialheterogeneityofurban thermalenvironmentanditsresponse todrivingfactors,the LandSurface Temperature (LST)during the heat wave in Guangzhou in2O2 is taken as theresearchobject,andthe Ordinary Least Squares (OLS)and Geographically Weighted Regression (GWR) model are used to analyze the influence ofspatial form, land use and social development factors on the thermal environment. The results show that the of the GWR model is 0.6, and the ofthe OLS modelisonly0.3.The relationship performance between the driving factors ofthe GWR fitingand the thermal environment is better.Buildingdensityproportion of impervious surface androad length arepositively corelated with LST. Theaverage valueofDEMand vegetationcoverage are negativelycorelated withLST.Thecorelationbetweenbuildingheight meanandstandarddviation,DEMstandardeviation,NightieLightIndexandLSTisdiferentindifenttemperaureones. The results can provide scientific basis for optimizing the urban layout and aleviating the heat island effect.
Keywords: urban thermal environment; spatial patern; driving factor; Geographically Weighted Regression model
0 引言
在全球變暖背景下,緩解城市熱環(huán)境問(wèn)題刻不容緩。(剩余9489字)
-
-
- 現(xiàn)代信息科技
- 2025年07期
- 基于SwinTransform...
- 基于全生命周期的基站天線碳足跡...
- 基于時(shí)域插值的小脈寬信號(hào)高精度...
- 直流UPS電池管理系統(tǒng)設(shè)計(jì)...
- 一種ARM平臺(tái)Linux系統(tǒng)下...
- 基于增益標(biāo)定的ToF相機(jī)運(yùn)動(dòng)模...
- 基于集成學(xué)習(xí)的二次協(xié)同數(shù)據(jù)預(yù)測(cè)...
- 基于XGBoost的肥胖水平綜...
- 基于PSO算法優(yōu)化BP神經(jīng)網(wǎng)的...
- 基于改進(jìn)YOL0v8+Deep...
- 基于改進(jìn)YOL0v8n的輕量化...
- 基于客流及周邊環(huán)境特征的軌交站...
- 復(fù)雜場(chǎng)景下基于改進(jìn)的Y0L0v...
- 基于LangChain與Dee...
- 基于神經(jīng)網(wǎng)絡(luò)自適應(yīng)濾波器的中醫(yī)...
- 基于改進(jìn)YOL0v8s的肺結(jié)節(jié)...
- 基于K-means的動(dòng)態(tài)聚類垃...
- 基于SpringBoot+Vu...
- 基于約束型TD3的動(dòng)態(tài)探索噪聲...
- 基于微信小程序的滄州大運(yùn)河文化...
- 基于非平衡數(shù)據(jù)的深度再分片算法...
- 基于醫(yī)院系統(tǒng)與微信小程序?qū)拥?..
- 基于Python的建筑物結(jié)構(gòu)設(shè)...
- 基于情感計(jì)算的消費(fèi)體驗(yàn)數(shù)字化表...
- 基于改進(jìn)CBR算法特征權(quán)重分配...
- 企業(yè)數(shù)字化經(jīng)營(yíng)管理平臺(tái)的研究與...
- 基于FLAC3D的煤巖體礦壓危...
- 基于Chinese-BERT和...
- 基于微信小程序的專業(yè)分流系統(tǒng)開(kāi)...
- 廣州市地表熱環(huán)境空間格局及其驅(qū)...
- 基于聯(lián)盟鏈和CP-ABE的學(xué)生...
- 基于CiteSpace的國(guó)內(nèi)數(shù)...
- 基于改進(jìn)多尺度卷積網(wǎng)絡(luò)的軸承故...
- 基于WinForm的車載數(shù)據(jù)記...
- 基于多源時(shí)空數(shù)據(jù)的人群移動(dòng)可信...