Machine learning and urban expansion

NIAID Data Ecosystem2026-05-01 收录

城市扩张模拟

机器学习应用

数据链接：

https://figshare.com/articles/dataset/Machine_learning_and_urban_expansion/25057967 数据链接链接失效反馈

官方服务：

资源简介：

A Systematic Review of the Use of Machine Learning in Modelling Urban Expansion

创建时间：

2024-01-24

西宁市城市土地利用格局模拟（2050）

城市土地利用

城市扩张模拟

该数据集基于未来人口预测数据，城市扩张驱动因子数据（路网密度、居民点、夜间灯光、GDP）等，利用FUTURES未来城市扩张模型模拟预测2050年西宁市城市扩张格局，及土地利用分布。数据集包含了4个数据结果，分别对应不同情景下2050年西宁市城市格局。分别是维持现状（BAU），城市紧凑发展型（infill），延续现有格局并保护耕地（Protect），紧凑发展并保护耕地（infill_protect）

中国科技资源共享网2026-07-01 更新330

Scenarios used in this study.

城市扩张模拟

绿色空间规划

We created optimal urban expansion scenarios that also safeguard green spaces using SLEUTH-3r in the National Capital Region, Ottawa, Ontario. The scenarios were based on using two exclusion layers in

NIAID Data Ecosystem50

Simulation of coastal urban construction land based on the perspective of the Offshore Island Connection Line

城市扩张模拟

土地利用情景预测

We proposed a research perspective based on the established boundary delineation known as the Offshore Island Connection Line (OICL) using the supervised classification results from three phases of re

Figshare2021-10-03 更新40

Will the S&P Bitcoin Index Ignite a New Bull Run? (Forecast)

金融分析

机器学习应用

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovativ

www.kappasignal.com80

Summary of studies applying machine learning models to predict the AQI.

空气质量预测

机器学习应用

Summary of studies applying machine learning models to predict the AQI.

Figshare2025-10-08 更新50