Results 11 to 20 of about 766 (173)

GeoAI at ACM SIGSPATIAL

SIGSPATIAL Special, 2021
Geospatial Artificial Intelligence (GeoAI) is an interdisciplinary field enjoying tremendous adoption. However, the efficient design and implementation of GeoAI systems face many open challenges. This is mainly due to the lack of non-standardized approaches to artificial intelligence tool development, inadequate platforms, and a lack of ...
Dalton Lunga, Yingjie Hu, Shawn Newsam   +2 more
exaly   +3 more sources

Geospatial Artificial Intelligence (GeoAI) and Satellite Imagery Fusion for Soil Physical Property Predicting

Sustainability, 2023
This study aims to predict vital soil physical properties, including clay, sand, and silt, which are essential for agricultural management and environmental protection. Precision distribution of soil texture is crucial for effective land resource management and precision agriculture.
Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi-Niaraki, Soo-Mi Choi   +2 more
exaly   +2 more sources

GeoAI for Large-Scale Image Analysis and Machine Vision: Recent Progress of Artificial Intelligence in Geography

ISPRS International Journal of Geo-Information, 2022
GeoAI, or geospatial artificial intelligence, has become a trending topic and the frontier for spatial analytics in Geography. Although much progress has been made in exploring the integration of AI and Geography, there is yet no clear definition of ...
Wenwen Li, Chia-Yu Hsu
doaj   +3 more sources

Artificial Intelligence in Earth Science: A GeoAI Perspective

Journal of Geophysical Research: Machine Learning and Computation
GeoAI, or geospatial artificial intelligence (AI), has transformative potential for Earth science by integrating geospatial data with AI to enhance environmental monitoring, predictive modeling, and decision‐making.
Wenwen Li
doaj   +2 more sources

Short-Term Exposure to Fine Particulate Matter (PM_2.5), Cause Specific-Mortality, and High-Risk Populations: A Nationwide Time-Stratified Case-Crossover Study. [PDF]

Geohealth
Abstract Numerous studies have reported that short‐term exposure to fine particulate matter (PM2.5) is associated with mortality risk; however, results on high‐risk populations and regions have been mixed. This study performed a nationwide time‐stratified case‐crossover study to assess the association between short‐term PM2.5 and mortality in South ...
Ahn S, Oh J, Yun H, Min H, Kim Y, Kang C, An S, Kim A, Kwon D, Park J, Lee W.   +10 more
europepmc   +2 more sources

Towards the next generation of Geospatial Artificial Intelligence

International Journal of Applied Earth Observations and Geoinformation
Geospatial Artificial Intelligence (GeoAI), as the integration of geospatial studies and AI, has become one of the fastest-developing research directions in spatial data science and geography.
Gengchen Mai, Yiqun Xie, Xiaowei Jia, Ni Lao, Jinmeng Rao, Qing Zhu, Zeping Liu, Yao-Yi Chiang, Junfeng Jiao   +8 more
doaj   +3 more sources

A Machine Learning-Based Dynamic SST Index for Long-Lead Malaria Prediction in the Peruvian Amazon. [PDF]

Geohealth
Abstract Malaria imposes a major health burden in the Peruvian Amazon, and its early warning is essential for effective disease prevention. The tropical sea surface temperature (SST) variability, fundamentally shaping the global weather patterns, may also alter malaria transmission and potentially improve its long‐lead predictability. In this study, we
Pan M, Hu S, Janko MM, Zaitchik BF, Takahashi K, Lescano AG, Munayco CV, Pan WK.   +7 more
europepmc   +2 more sources

Prospective for urban informatics. [PDF]

Urban Inform, 2022
The specialization of different urban sectors, theories, and technologies and their confluence in city development have led to a greatly accelerated growth in urban informatics, the transdisciplinary field for understanding and developing the city ...
Shi W, Goodchild M, Batty M, Li Q, Liu X, Zhang A.   +5 more
europepmc   +3 more sources

When Machine Learning Meets Geospatial Data: A Comprehensive GeoAI Review

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
In recent years, geospatial artificial intelligence (GeoAI) has gained traction in the most relevant research works and industrial applications, while also becoming involved in various fields of use. This article offers a comprehensive review of GeoAI as
Anasse Boutayeb, Iyad Lahsen-Cherif, Ahmed El Khadimi   +2 more
doaj   +3 more sources

Kecerdasan Buatan berbasis Geospasial (GeoAI) menggunakan Google Earth Engine untuk Monitoring Fenomena Urban Heat Island di Indonesia [PDF]

Jurnal Elkomika
ABSTRAK Fenomena Urban Heat Island (UHI) sangat penting untuk dimonitor agar terjaga kualitas lingkungan perkotaan. Dewasa ini teknologi kecerdasan buatan berbasis geospasial (GeoAI) merupakan teknologi yang menjanjikan untuk mengidentifikasi dan ...
SONI DARMAWAN, NADA NAFISYAH NURULHAKIM, RIKA HERNAWATI   +2 more
doaj   +3 more sources