基于GIS遥感数据分析的生活垃圾空间分布模型

赵天瑞; 陈正瑞; 刘一鸣; 黎彦良; 郭威; 唐晓秘; 田禹; 张军; 王树涛

doi:10.13205/j.hjgc.202302028

基于GIS遥感数据分析的生活垃圾空间分布模型

doi: 10.13205/j.hjgc.202302028

哈尔滨工业大学环境学院城市水资源与水环境国家重点实验室, 哈尔滨 150090

基金项目:

国家重点研发计划项目"村镇生活垃圾移动式小型化处理关键技术与装备研发资助"(2019YFD1100300)

详细信息

作者简介:
赵天瑞(1997-),男,博士,主要研究方向为固体废物管理。247867072@qq.com

通讯作者:
张军(1983-),男,副教授,博士,主要研究方向为固废处理与资源化。hitsunyboy@126.com

计量
- 文章访问数: 265
- HTML全文浏览量: 33
- PDF下载量: 7
- 被引次数: 0
出版历程
- 收稿日期: 2022-03-28
- 网络出版日期: 2023-05-25
- 刊出日期: 2023-02-01

A SPATIAL DISTRIBUTION MODEL OF DOMESTIC WASTE BASED ON GIS REMOTE SENSING DATA ANALYSIS

State Key Laboratory of Urban Water Resources and Water Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China

摘要

摘要: 面向我国无废城市建设的源头减量指标要求,开展生活垃圾的时空产生特征进行科学预测,是生活垃圾管理全局规划的重要基础工作。研究目标区域在2020年生活垃圾年产量达到12.60万t,近年来增幅显著,亟待对生活垃圾的时空产生特征进行精细分析,以服务当地无废城市的建设。在综合分析研究区域历史数据的背景下,建立了研究区域夜间灯光与生活垃圾年产量的线性关联关系,形成了R²达到0.92的回归模型;基于ArcGIS,以2.25 hm²为空间单位,结合克里金算法,为生活垃圾空间分布建立基于夜间灯光的网格化模型;利用泰森多边形算法,对1个生活垃圾收集点进行插值,获取各个收集点的生活垃圾年负荷状况,揭示了某无废城市试点地区中城乡垃圾产量的空间不均衡性。
- 生活垃圾 /
- 克里金算法 /
- 夜间灯光 /
- 时空分布 /
- 地理信息系统
Abstract: Facing the source reduction requirements of the construction of Zero-Waste Cities in China, scientific prediction of the spatio-temporal characteristics of domestic waste is an essential fundamental work for the overall planning of domestic waste management. The annual output of domestic waste in the study area reaches 126,000 tons in 2020, and the increase is becoming significant in recent years. It is urgent to conduct a detailed analysis of domestic waste's temporal and spatial characteristics to serve the construction of local Zero-Waste Cities' construction. Based on the comprehensive analysis of the historical domestic waste data of the study area, a linear relationship between the night light in the study area and the annual output of domestic waste was established to form a high-fit regression model with an R² of 0.92; based on the Kriging algorithm of ArcGIS, using 2.25 hectares as the spatial unit, a domestic waste spatial distribution grid model based on night lights was established; the Thiessen polygon algorithm was used to interpolate each domestic waste collection point to obtain the annual domestic waste load status of each collection point, revealed the spatial imbalance of urban and rural waste production.
- domestic waste /
- Kriging algorithm /
- night light /
- space-time distribution /
- GIS

HTML全文

参考文献(13)

[1]	丁瑶瑶. 无废城市,催生固废产业新业态[J]. 环境经济, 2019(17):6.
[2]	KOLEKAR K A, HAZRA T, CHAKRABARTY S N. A review on prediction of municipal solid waste generation models[J]. Procedia Environmental Sciences, 2016, 35:238-244.
[3]	KESER S, DUZGUN S, AKSOY A. Application of spatial and non-spatial data analysis in determination of the factors that impact municipal solid waste generation rates in Turkey[J]. Waste Management, 2012, 32(3):359-371.
[4]	舒舍玉, 王润, 孙艳伟, 等. 城市餐厨垃圾产量的空间降尺度模拟[J]. 环境科学与技术, 2012, 35(增刊1):458-463.
[5]	MADDEN B, FLORIN N, MOHR S, et al. Spatial modelling of municipal waste generation:deriving property lot estimates with limited data[J]. Resources Conservation and Recycling, 2021, 168(5):105442.
[6]	WU R, YANG D, DONG J, et al. Regional inequality in china based on NPP-VIIRS night-time light imagery[J]. Remote Sensing, 2018, 10(2):240.
[7]	CHUNYAN Z, WEI W, YANNA Z, et al. Long time series radiometric calibration of suomi-NPP VIIRS based on surface hyperspectral BRDF model[J]. Acta Optica Sinica, 2019.
[8]	李伟, 陈朝霞, 夏志业. 夜光卫星遥感对城市夜间霾的监测识别与研究[J]. 电脑知识与技术(学术版), 2021,17(26):91-93.
[9]	艾丽娅, 马勇, 陈甫, 等. 2012-2017年呼包鄂城市群夜间灯光动态变化特征及其驱动因素分析[J]. 遥感信息, 2021,36(1):77-86.
[10]	陈甫. 中科院版地球夜光数据集[M/OL]. https://www.zybuluo.com/novachen/note/1741875.2020.
[11]	赵春艳, 韦玮, 张艳娜, 等. 基于场地高光谱BRDF模型的Suomi-NPP VIIRS长时序定标[J]. 光学学报, 2019, 39(8):351-359.
[12]	赵天瑞. 无废城市典型场景下的生活垃圾动态模型构建及运输模式优化[D]. 哈尔滨:哈尔滨工业大学, 2020.
[13]	THIESSEN A H. A Machine for Trisecting Angles[J]. School Science & Mathematics, 2015, 14(3).DOI: 10.1111/j.1949-8594.1914.tb16046.x