TY - BOOK ID - 137119254 TI - Advances in Green Infrastructure Planning PY - 2022 PB - Basel MDPI - Multidisciplinary Digital Publishing Institute DB - UniCat KW - stormwater management KW - urban heat island KW - cost–benefit analysis KW - ecosystem services KW - urban green infrastructure KW - green infrastructure KW - indexing KW - random forest KW - interpretation of machine learning KW - urbanization KW - shapley additive explanation KW - park characteristic KW - extreme gradient boost KW - Dallas KW - land use land cover KW - construction site KW - particulate matter emissions KW - emission factor KW - prediction technology KW - urban shrinkage KW - vacancy parcel data KW - multilevel analysis KW - predicting vacancy KW - access inequity KW - systematic mapping KW - empirical studies KW - city scale KW - inequity mitigation UR - https://www.unicat.be/uniCat?func=search&query=sysid:137119254 AB - The expansion of urban areas has facilitated the conversion of undeveloped lands, which has led to environmental degradation, such as loss of habitats, hydro-modification, and the collapse of existing ecosystems. Recent climate change has exacerbated these damages by causing more frequent and serious hazards. To attenuate the impacts of urbanization and the negative effects of climate change, green infrastructure (GI) planning (e.g., nature-based strategies, technologies, policies, and solutions) has arisen as an important approach for balancing urban development and nature. GI offers a variety of benefits to our cities by reducing stormwater runoff, heat waves, and air pollution; expanding wildlife habitats; and increasing recreational opportunities and even nearby property values. ER -