Big Data and cloud computing: innovation opportunities and challenges

C Yang, Q Huang, Z Li, K Liu, F Hu - International Journal of Digital …, 2017 - Taylor & Francis
Big Data has emerged in the past few years as a new paradigm providing abundant data
and opportunities to improve and/or enable research and decision-support applications with …

Land use and land cover mapping in the era of big data

C Zhang, X Li - Land, 2022 - mdpi.com
We are currently living in the era of big data. The volume of collected or archived geospatial
data for land use and land cover (LULC) mapping including remotely sensed satellite …

BIM big data storage in WebVRGIS

Z Lv, X Li, H Lv, W Xiu - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
In the context of big data and the Internet of Things, with the advancement of geospatial data
acquisition and retrieval, the volume of available geospatial data is increasing every minute …

The challenges of integrating explainable artificial intelligence into GeoAI

J Xing, R Sieber - Transactions in GIS, 2023 - Wiley Online Library
Although explainable artificial intelligence (XAI) promises considerable progress in
glassboxing deep learning models, there are challenges in applying XAI to geospatial …

A review of land use/land cover change mapping in the China-Central Asia-West Asia economic corridor countries

A Naboureh, J Bian, G Lei, A Li - Big Earth Data, 2021 - Taylor & Francis
Large-scale projects, such as the construction of railways and highways, usually cause an
extensive Land Use Land Cover Change (LULCC). The China-Central Asia-West Asia …

Integrating XAI and GeoAI

J Xing, R Sieber - 2021 - escholarship.org
While eXplainable Artificial Intelligence (XAI) has significant potential to glassbox Deep
Learning, there are challenges in applying it in the domain of Geospatial Artificial …

淮南市土地利用程度变化过程的时空演化特征.

梁明, 聂拼, 陆胤昊, 孙晓娟 - Transactions of the Chinese …, 2019 - search.ebscohost.com
土地利用变化研究中存在重格局轻过程, 重模拟轻度量的现象, 缺乏对序列快照间土地利用单元
演化过程的时空模式的探查和度量研究. 该文以土地利用变化的序列时空数据为研究对象 …

Land–use and land-cover change detection using dynamic time warping–based time series clustering method

Y Zhang, H Zhao - Canadian Journal of Remote Sensing, 2020 - Taylor & Francis
Accurate and timely monitoring of urban land-use and land-cover (LULC) change is useful
for understanding the various impacts of human activity on the urban environment. In order …

Spatiotemporal evolution characteristics of land use intensity change process of Huainan

M Liang, P Nie, Y Lu, X Sun - Transactions of the Chinese Society of …, 2019 - aeeisp.com
Land use and coverage change (LUCC) is an important research field of global change.
Currently, land use and coverage change research focuses on the analysis of land use …

[图书][B] Data-centric regenerative built environment: big data for sustainable regeneration

S Banihashemi, SZ Sohi - 2022 - taylorfrancis.com
This book examines the use of big data in regenerative urban environment and how data
helps in functional planning and design solutions. This book is one of the first endeavors to …