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2022 | OriginalPaper | Chapter

Spatial and Temporal Characteristics and Prediction of C&DW in Shenzhen

Authors : Meiqin Xiong, Clyde Zhengdao Li, Bing Xiao, Vivian W. Y. Tam, Shanyang Li, Zhenchao Guo

Published in: Proceedings of the 26th International Symposium on Advancement of Construction Management and Real Estate

Publisher: Springer Nature Singapore

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Abstract

Recently, with the acceleration of urbanization and the increase of construction and demolition waste (C&DW) production, the research on C&DW management has been paid more attention. To optimize C&DW management, it is essential to accurately obtain information on the quantity, time, location and flow direction of waste generated. In this study, a prediction model of C&DW production was established based on the yield method per unit floor area. With the help of Google Earth software and corresponding database to collect and process data, the waste production of Shenzhen city from 2021 to 2030 is predicted by using GIS and grey prediction method, to complete the prediction of the temporal and spatial distribution of the waste production. Reasonable prediction results of C&DW can provide valuable reference information for waste resource utilization, to realize efficient and sustainable waste management.

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Literature
1.
go back to reference Lu, W.S., Lee, W.M.W., Bao, Z.K., Chi, B., Webster, C.: Cross-jurisdictional construction waste material trading: Learning from the smart grid. Journal of Cleaner Production (277) (2020) Lu, W.S., Lee, W.M.W., Bao, Z.K., Chi, B., Webster, C.: Cross-jurisdictional construction waste material trading: Learning from the smart grid. Journal of Cleaner Production (277) (2020)
2.
go back to reference Shi, Y., Huang, Y.D., Xu, J.P.: Technological paradigm-based C&DW supply chain optimization with carbon policy, Journal of Cleaner Production (277) (2020) Shi, Y., Huang, Y.D., Xu, J.P.: Technological paradigm-based C&DW supply chain optimization with carbon policy, Journal of Cleaner Production (277) (2020)
3.
go back to reference Su, Y.Y., Si, H.Y., Chen, J.G., Wu, G.D.: Promoting the sustainable development of the recycling market of C&DW: A stakeholder game perspective, Journal of Cleaner Production (277) (2020) Su, Y.Y., Si, H.Y., Chen, J.G., Wu, G.D.: Promoting the sustainable development of the recycling market of C&DW: A stakeholder game perspective, Journal of Cleaner Production (277) (2020)
4.
go back to reference Laovisutthichai, V., Lu, W.S., Bao, Z.K.: Design for construction waste minimization: guidelines and practice, Architectural Engineering and Design Management (2020) Laovisutthichai, V., Lu, W.S., Bao, Z.K.: Design for construction waste minimization: guidelines and practice, Architectural Engineering and Design Management (2020)
5.
go back to reference Liu, J.K., Yi, Y.Q., Wang, X.T.: Exploring factors influencing construction waste reduction: A structural equation modeling approach, Journal of Cleaner Production (276) (2020) Liu, J.K., Yi, Y.Q., Wang, X.T.: Exploring factors influencing construction waste reduction: A structural equation modeling approach, Journal of Cleaner Production (276) (2020)
6.
go back to reference Bao, Z.K., Lee, W.M.W., Lu, W.S.: Implementing on-site construction waste recycling in Hong Kong: Barriers and facilitators. Science of the Total Environment (747) (2020) Bao, Z.K., Lee, W.M.W., Lu, W.S.: Implementing on-site construction waste recycling in Hong Kong: Barriers and facilitators. Science of the Total Environment (747) (2020)
7.
go back to reference Lu, W.S., Peng, Y., Chen, X., Skitmore, M., Zhang, X.L.: The S-curve for forecasting waste generation in construction projects. Waste Manage. 56, 23–34 (2016)CrossRef Lu, W.S., Peng, Y., Chen, X., Skitmore, M., Zhang, X.L.: The S-curve for forecasting waste generation in construction projects. Waste Manage. 56, 23–34 (2016)CrossRef
8.
go back to reference Bergsdal, H., Bohne, R.A., Brattebo, H.: Projection of C&DW in Norway. J. Ind. Ecol. 11(3), 27–39 (2007)CrossRef Bergsdal, H., Bohne, R.A., Brattebo, H.: Projection of C&DW in Norway. J. Ind. Ecol. 11(3), 27–39 (2007)CrossRef
9.
go back to reference Lu, W., Chen, X., Peng, Y., Shen, L.: Benchmarking construction waste management performance using big data. Resour. Conserv. Recycl. 105, 49–58 (2015)CrossRef Lu, W., Chen, X., Peng, Y., Shen, L.: Benchmarking construction waste management performance using big data. Resour. Conserv. Recycl. 105, 49–58 (2015)CrossRef
10.
go back to reference Lu, W., Webster, C., Peng, Y., Chen, X., Zhang, X.: Estimating and calibrating the amount of building-related C&DW in urban china. International Journal of Construction Management 1–12 (2016) Lu, W., Webster, C., Peng, Y., Chen, X., Zhang, X.: Estimating and calibrating the amount of building-related C&DW in urban china. International Journal of Construction Management 1–12 (2016)
11.
go back to reference Wu, Z., Yu, T.W.A., Shen, L., Liu, G.: Quantifying C&DW: an analytical review. Waste Manage. 34(9), 1683–1692 (2014)CrossRef Wu, Z., Yu, T.W.A., Shen, L., Liu, G.: Quantifying C&DW: an analytical review. Waste Manage. 34(9), 1683–1692 (2014)CrossRef
12.
go back to reference Maues, L.M.F., do Nascimento, B.D.O., Lu, W.S., Xue, F.: Estimating construction waste generation in residential buildings: a fuzzy set theory approach in the Brazilian Amazon. Journal of Cleaner Production (265) (2020) Maues, L.M.F., do Nascimento, B.D.O., Lu, W.S., Xue, F.: Estimating construction waste generation in residential buildings: a fuzzy set theory approach in the Brazilian Amazon. Journal of Cleaner Production (265) (2020)
13.
go back to reference Qiao, L., Liu, D.D., Yuan, X.L., Wang, Q.S., Ma, Q.: Generation and Prediction of C&DW Using Exponential Smoothing Method: A Case Study of Shandong Province, China, Sustainability 12(12), 12 Qiao, L., Liu, D.D., Yuan, X.L., Wang, Q.S., Ma, Q.: Generation and Prediction of C&DW Using Exponential Smoothing Method: A Case Study of Shandong Province, China, Sustainability 12(12), 12
14.
go back to reference Yuan, H.P.: A SWOT analysis of successful construction waste management. J. Clean. Prod. 39, 1–8 (2013)CrossRef Yuan, H.P.: A SWOT analysis of successful construction waste management. J. Clean. Prod. 39, 1–8 (2013)CrossRef
15.
go back to reference Vilventhan, A., Ram, V.G., Sugumaran, S.: Value stream mapping for identification and assessment of material waste in construction: A case study. Waste Manage. Res. 37(8), 815–825 (2019)CrossRef Vilventhan, A., Ram, V.G., Sugumaran, S.: Value stream mapping for identification and assessment of material waste in construction: A case study. Waste Manage. Res. 37(8), 815–825 (2019)CrossRef
16.
go back to reference Bakchan, A., Faust, K.M.: Construction waste generation estimates of institutional building projects: leveraging waste hauling tickets. Waste Manage. 87, 301–312 (2019)CrossRef Bakchan, A., Faust, K.M.: Construction waste generation estimates of institutional building projects: leveraging waste hauling tickets. Waste Manage. 87, 301–312 (2019)CrossRef
17.
go back to reference Cochran, K.M., Townsend, T.G.: Estimating construction and demolition debris generation using a materials flow analysis approach. Waste Manage. 30(11), 2247–2254 (2010)CrossRef Cochran, K.M., Townsend, T.G.: Estimating construction and demolition debris generation using a materials flow analysis approach. Waste Manage. 30(11), 2247–2254 (2010)CrossRef
18.
go back to reference Pellegrini, L., Campi, S., Locatelli, M., Pattini, G., Di Giuda, G.M., Tagliabue, L.C.: Digital Transition and Waste Management in Architecture, Engineering, Construction, and Operations Industry, Frontiers in Energy Research (8) (2020) Pellegrini, L., Campi, S., Locatelli, M., Pattini, G., Di Giuda, G.M., Tagliabue, L.C.: Digital Transition and Waste Management in Architecture, Engineering, Construction, and Operations Industry, Frontiers in Energy Research (8) (2020)
19.
go back to reference Bakshan, A., Srour, I., Chehab, G., El-Fadel, M.: A field based methodology for estimating waste generation rates at various stages of construction projects. Resour. Conserv. Recycl. 100, 70–80 (2015)CrossRef Bakshan, A., Srour, I., Chehab, G., El-Fadel, M.: A field based methodology for estimating waste generation rates at various stages of construction projects. Resour. Conserv. Recycl. 100, 70–80 (2015)CrossRef
20.
go back to reference Kim, Y.C., Zhang, Y.L., Park, W.J., Cha, G.W., Kim, J.W., Hong, W.H.: Analysis of waste generation characteristics during new apartment construction-considering the construction phase. Int. J. Environ. Res. Pub. Health 16(18) (2019) Kim, Y.C., Zhang, Y.L., Park, W.J., Cha, G.W., Kim, J.W., Hong, W.H.: Analysis of waste generation characteristics during new apartment construction-considering the construction phase. Int. J. Environ. Res. Pub. Health 16(18) (2019)
21.
go back to reference Mah, A.M., Fujiwara, T., Ho, C.S.: C&DW generation rates for high-rise buildings in Malaysia. Waste Manage. Res. 34(12), 1224–1230 (2016)CrossRef Mah, A.M., Fujiwara, T., Ho, C.S.: C&DW generation rates for high-rise buildings in Malaysia. Waste Manage. Res. 34(12), 1224–1230 (2016)CrossRef
22.
go back to reference Ding, Z.K., Gong, W.Y., Tam, V.W.Y., Illankoon, I.: Conceptual framework for renovation waste management based on renovation waste generation rates in residential buildings: An empirical study in China. J. Clean. Prod. 228, 284–293 (2019)CrossRef Ding, Z.K., Gong, W.Y., Tam, V.W.Y., Illankoon, I.: Conceptual framework for renovation waste management based on renovation waste generation rates in residential buildings: An empirical study in China. J. Clean. Prod. 228, 284–293 (2019)CrossRef
23.
go back to reference Lu, W.S., Yuan, H.P., Li, J.R., Hao, J.J.L., Mi, X.M., Ding, Z.K.: An empirical investigation of C&DW generation rates in Shenzhen city, South China. Waste Management 31(4), 680–687 (2011)CrossRef Lu, W.S., Yuan, H.P., Li, J.R., Hao, J.J.L., Mi, X.M., Ding, Z.K.: An empirical investigation of C&DW generation rates in Shenzhen city, South China. Waste Management 31(4), 680–687 (2011)CrossRef
24.
go back to reference Teixeira, E.D., Gonzalez, M.A.S., Heineck, L.F.M., Kern, A.P., Bueno, G.M.: Modelling waste generated during construction of buildings using regression analysis. Waste Manage. Res. 38(8), 857–867 (2020)CrossRef Teixeira, E.D., Gonzalez, M.A.S., Heineck, L.F.M., Kern, A.P., Bueno, G.M.: Modelling waste generated during construction of buildings using regression analysis. Waste Manage. Res. 38(8), 857–867 (2020)CrossRef
25.
go back to reference Wu, Z.Z., Fan, H.Q., Liu, G.W.: Forecasting C&DW Using gene expression programming, Journal of Computing in Civil Engineering 29(5) (2015) Wu, Z.Z., Fan, H.Q., Liu, G.W.: Forecasting C&DW Using gene expression programming, Journal of Computing in Civil Engineering 29(5) (2015)
26.
go back to reference Akanbi, L.A., Oyedele, A.O., Oyedele, L.O., Salami, R.O.: Deep learning model for demolition waste prediction in a circular economy. Journal of Cleaner Production (274) (2020) Akanbi, L.A., Oyedele, A.O., Oyedele, L.O., Salami, R.O.: Deep learning model for demolition waste prediction in a circular economy. Journal of Cleaner Production (274) (2020)
27.
go back to reference Ding, Z.K., Shi, M.J., Lu, C., Wu, Z.Z., Chong, D., Gong, W.Y.: Predicting renovation waste generation based on grey system theory: a case study of shenzhen, Sustainability 11(16) (2019) Ding, Z.K., Shi, M.J., Lu, C., Wu, Z.Z., Chong, D., Gong, W.Y.: Predicting renovation waste generation based on grey system theory: a case study of shenzhen, Sustainability 11(16) (2019)
28.
go back to reference Kern, A.P., Dias, M.F., Kulakowski, M.P., Gomes, L.P.: Waste generated in high-rise buildings construction: a quantification model based on statistical multiple regression. Waste Manage. 39, 35–44 (2015)CrossRef Kern, A.P., Dias, M.F., Kulakowski, M.P., Gomes, L.P.: Waste generated in high-rise buildings construction: a quantification model based on statistical multiple regression. Waste Manage. 39, 35–44 (2015)CrossRef
29.
go back to reference Cheng, J.C., Ma, L.Y.: A BIM-based system for demolition and renovation waste estimation and planning. Waste Manage. 33(6), 1539–1551 (2013)CrossRef Cheng, J.C., Ma, L.Y.: A BIM-based system for demolition and renovation waste estimation and planning. Waste Manage. 33(6), 1539–1551 (2013)CrossRef
30.
go back to reference Yuhua, A., Junhui, C.: Construction waste production estimation and prediction method based on GM model: a case study of jilin province (in Chinese). Sichuan building materials 43(05), 22–23 (2017) Yuhua, A., Junhui, C.: Construction waste production estimation and prediction method based on GM model: a case study of jilin province (in Chinese). Sichuan building materials 43(05), 22–23 (2017)
31.
go back to reference Hongxia, L., Yan, L., Hong, L.: Construction waste production estimation and prediction: a case study of chongqing (in Chinese). Guangxi Urban Construction (11), 125–127 (2021) Hongxia, L., Yan, L., Hong, L.: Construction waste production estimation and prediction: a case study of chongqing (in Chinese). Guangxi Urban Construction (11), 125–127 (2021)
32.
go back to reference Bo, Y., Yani, L., Jiayuan, W., Yajie, L.: Evaluation of implementation effect of “three old” reconstruction under urban renewal unit system (in Chinese). Southern Architecture 01, 52–57 (2019) Bo, Y., Yani, L., Jiayuan, W., Yajie, L.: Evaluation of implementation effect of “three old” reconstruction under urban renewal unit system (in Chinese). Southern Architecture 01, 52–57 (2019)
33.
go back to reference Yu, B., Wang, J., Li, J., Zhang, J., Lai, Y., Xu, X.: Prediction of large-scale demolition waste generation during urban renewal: a hybrid trilogy method. Waste Management 89, 1-9 (2019) Yu, B., Wang, J., Li, J., Zhang, J., Lai, Y., Xu, X.: Prediction of large-scale demolition waste generation during urban renewal: a hybrid trilogy method. Waste Management 89, 1-9 (2019)
Metadata
Title
Spatial and Temporal Characteristics and Prediction of C&DW in Shenzhen
Authors
Meiqin Xiong
Clyde Zhengdao Li
Bing Xiao
Vivian W. Y. Tam
Shanyang Li
Zhenchao Guo
Copyright Year
2022
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-5256-2_23