Results 31 to 40 of about 766 (173)

The challenges of integrating explainable artificial intelligence into GeoAI

Transactions in GIS, Volume 27, Issue 3, Page 626-645, May 2023., 2023
Abstract Although explainable artificial intelligence (XAI) promises considerable progress in glassboxing deep learning models, there are challenges in applying XAI to geospatial artificial intelligence (GeoAI), specifically geospatial deep neural networks (DNNs).
Jin Xing, Renee Sieber
wiley   +1 more source

Towards Understanding the Geospatial Skills of ChatGPT: Taking a Geographic Information Systems (GIS) Exam [PDF]

, 2023
This paper examines the performance of ChatGPT, a large language model (LLM), in a geographic information systems (GIS) exam. As LLMs like ChatGPT become increasingly prevalent in various domains, including education, it is important to understand their ...
Cui, Wencong, Guan, Boyuan, Juhasz, Levente, Mooney, Peter   +3 more
core   +2 more sources

Analisis Spasial Perubahan Suhu Permukaan Daratan Kota Kupang Menggunakan Pendekatan Geospatial Artificial Intelligence (GeoAI)

Buana Jurnal Geografi, Ekologi dan Kebencanaan, 2023
Suhu permukaan daratan di Kota Kupang mengalami peningkatan dari tahun 2018-2023, salah satu faktor penyebabnya yaitu terjadinya perkembangan lahan terbangun yang semakin meningkat setiap tahunnya. Penelitian ini menggunakan data citra Landsat 8 Collection 1 Tier 2 TOA Reflectance pada google earth engine. Untuk menganalisis suhu permukaan daratan (LST)
Sandy Liwan, Philia Christi Latue
openaire   +1 more source

Artificial intelligence and visual analytics in geographical space and cyberspace: Research opportunities and challenges [PDF]

, 2023
In recent decades, we have witnessed great advances on the Internet of Things, mobile devices, sensor-based systems, and resulting big data infrastructures, which have gradually, yet fundamentally influenced the way people interact with and in the ...
Bandrova, T, Batty, M, Chen, M, Cheng, T, Claramunt, C, Golay, F, He, L, Ingensand, J, Joost, S, Klippel, A, Kolditz, O, Konecny, M, Kwan, MP, Li, S, Lin, H, Liu, X, Lotfian, M, Lü, G, Peng, P, Ratti, C, Robinson, AC, Senousi, AM, Strobl, J, Torrens, PM, Wang, D, Wang, J, Wilson, JP, Zhang, F, Çöltekin, A   +28 more
core  

A Spatiotemporal Intelligent Framework and Experimental Platform for Urban Digital Twins

Virtual Reality & Intelligent Hardware, 2023
This work emphasizes the current research status of the urban Digital Twins to establish an intelligent spatiotemporal framework. A Geospatial Artificial Intelligent (GeoAI) system is developed based on the Geographic Information System and Artificial ...
Jinxing Hu, Zhihan Lv, Diping Yuan, Bing He, Wenjiang Chen, Xiongfei Ye, Donghao Li, Ge Yang   +7 more
doaj   +1 more source

Know, Know Where, Know Where Graph:A densely connected, cross-domain knowledge graph and geo-enrichment service stack for applications in environmental intelligence [PDF]

, 2022
Knowledge graphs (KGs) are a novel paradigm for the representation, retrieval, and integration of data from highly heterogeneous sources. Within just a few years, KGs and their supporting technologies have become a core component of modern search engines,
Cai, Ling, Currier, Kitty, D’onofrio, Anthony, Fisher, Colby K., Gonzalez, Seila, Gu, Zhining, Hitzler, Pascal, Janowicz, Krzysztof, Li, Wenwen, Liu, Zilong, Lopez-Carr, Anna, Mai, Gengchen, Mecum, Bryce, Rehberger, Dean, Schildhauer, Mark, Schroeder, Andrew, Shi, Meilin, Shimizu, Cogan, Smith, David, Stephen, Shirly, Tian, Yuanyuan, Wang, Sizhe, Wright, Dawn, Zalewski, Joseph, Zhou, Lu, Zhu, Rui   +25 more
core   +3 more sources

SPATIAL MACHINE LEARNING FOR MONITORING TEA LEAVES AND CROP YIELD ESTIMATION USING SENTINEL-2 IMAGERY, (A Case of Gunung Mas Plantation, Bogor) [PDF]

, 2023
Indonesia's tea production and export volume have fluctuated with a downward trend in the last five years, partly due to the increasingly competitive world tea quality.
Manessa, Masita Dwi Mandini, Nuraeni, Dini   +1 more
core   +2 more sources

AmazonCRIME: a Geospatial Artificial Intelligence dataset and benchmark for the classification of potential areas linked to Transnational Environmental Crimes in the Amazon Rainforest

Revista de Teledetección, 2022
In this article the challenge of detecting areas linked to transnational environmental crimes in the Amazon rainforest is addressed using Geospatial Intelligence data, open access Sentinel-2 imagery provided by the Copernicus programme, as well as the ...
Jairo J. Pinto-Hidalgo, Jorge A. Silva-Centeno   +1 more
doaj   +1 more source

From Geospatial Data Cube to AI Cube: the Open Geospatial Engine (OGE) Approach [PDF]

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
The Earth Observation (EO) analytics are moving from local systems to online cloud computing platforms such as Google Earth Engine (GEE) and Open Geospatial Engine (OGE).
P. Yue, P. Yue, K. Wang, H. Xu, J. Gong, L. Xiang   +5 more
doaj   +1 more source

GeoAI: Where machine learning and big data converge in GIScience [PDF]

, 2021
In this paper GeoAI is introduced as an emergent spatial analytical framework for data-intensive GIScience. As the new fuel of geospatial research, GeoAI leverages recent breakthroughs in machine learning and advanced computing to achieve scalable ...
Li, Wenwen
core   +1 more source