Ausgabe 2/2024
Inhalt (51 Artikel)
Classification and detection of natural disasters using machine learning and deep learning techniques: A review
Kibitok Abraham, Moataz Abdelwahab, Mohammed Abo-Zahhad
Extraction of Surface Water Bodies using Optical Remote Sensing Images: A Review
R Nagaraj, Lakshmi Sutha Kumar
A systematic review of Earthquake Early Warning (EEW) systems based on Artificial Intelligence
Pirhossein Kolivand, Peyman Saberian, Mozhgan Tanhapour, Fereshteh Karimi, Sharareh Rostam Niakan Kalhori, Zohreh Javanmard, Soroush Heydari, Seyed Saeid Hoseini Talari, Seyed Mohsen Laal Mousavi, Maryam Alidadi, Mahnaz Ahmadi, Seyed Mohammad Ayyoubzadeh
Constraint information extraction for 3D geological modelling using a span-based joint entity and relation extraction model
Can Zhuang, Chunhua Liu, Henghua Zhu, Yuhong Ma, Guoping Shi, Zhizheng Liu, Bohan Liu
Quantitative study on color characteristics of urban park landscapes based on K-means clustering and SD. method
Jingyang Feng, Kai Zhang, Zhihong Xu, Chenfan Du, Xiaohong Tang, Lingqing Zhang
AI powered road network prediction with fused low-resolution satellite imagery and GPS trajectory
Necip Enes Gengec, Ergin Tari, Ulas Bagci
Comparison of neural networks techniques to predict subsurface parameters based on seismic inversion: a machine learning approach
Nitin Verma, S. P. Maurya, Ravi kant, K. H. Singh, Raghav Singh, A. P. Singh, G. Hema, M. K. Srivastava, Alok K. Tiwari, P. K. Kushwaha, Richa Singh
Research on satellite data-driven algorithm for ground-level ozone concentration inversion: case of Yunnan, China
Weiqiang Yu, Tao Feng, Xingwei Man, Huan Lin, Haonan Zhang, Rui Liu
Cross-sections compilation-adjustment method based on 2D-3D linkage in regional three dimensional geological modeling
Xuechao Wu, Gang Liu, Wenyao Fan, Shijie Peng, Genshen Chen, Junjie Cheng, Yongjin Wu
Exploring effect of scale dependency in LST downscaling – using convolution neural network-extreme learning machine (CNN-ELM)
Jidnyasa Patil, Sandeep Maithani, Surendra Kumar Sharma
Rainfall variability over multiple cities of India: analysis and forecasting using deep learning models
Jagabandhu Panda, Nistha Nagar, Asmita Mukherjee, Saugat Bhattacharyya, Sanjeev Singh
Impacts of DEM type and resolution on deep learning-based flood inundation mapping
Mohammad Fereshtehpour, Mostafa Esmaeilzadeh, Reza Saleh Alipour, Steven J. Burian
Estimating soil surface moisture by using landsat 8 and sentinel 2 satellites techniques depending on the stepwise decision tree
Khalil Ghorbani, Parvin Zolfaghary, Mohammad Siahbalaei, Laleh Rezaei Ghaleh, Chooghi Bairam Komaki, Esmaeil Valizadeh
Deep neural network modeling of river discharge in a tropical humid watershed
Benjamin Nnamdi Ekwueme
Urban building function classification based on multisource geospatial data: a two-stage method combining unsupervised and supervised algorithms
Shouhang Du, Meiyun Zheng, Liyuan Guo, Yuhui Wu, Zijuan Li, Peiyi Liu
K-Means Featurizer: A booster for intricate datasets
Kouao Laurent Kouadio, Jianxin Liu, Rong Liu, Yongfei Wang, Wenxiang Liu
Assessment of rainfall and climate change patterns via machine learning tools and impact on forecasting in the City of Kigali
Hussein Bizimana, Abdusselam Altunkaynak, Robert Kalin, Emmanuel Rukundo, Mathieu Mbati Mugunga, Osman Sönmez, Gamze Tuncer, Abdulkadir Baycan
Random Forest and Multilayer Perceptron hybrid models integrated with the genetic algorithm for predicting pan evaporation of target site using a limited set of neighboring reference station data
Sadra Shadkani, Sajjad Hashemi, Amirreza Pak, Alireza Barzgari Lahijan
A compound approach for ten-day runoff prediction by coupling wavelet denoising, attention mechanism, and LSTM based on GPU parallel acceleration technology
Yi-yang Wang, Wen-chuan Wang, Dong-mei Xu, Yan-wei Zhao, Hong-fei Zang
Assessment of 30 gridded precipitation datasets over different climates on a country scale
Alireza Araghi, Jan F. Adamowski
Reservoir porosity assessment and anomaly identification from seismic attributes using Gaussian process machine learning
Maulana Hutama Rahma Putra, Maman Hermana, Ida Bagus Suananda Yogi, Touhid Mohammad Hossain, Muhammad Faris Abdurrachman, Said Jadid A. Kadir
Geological structure identification of coalbed methane reservoir based on trend surface and curvature analysis algorithms
Guoxu Chen, Ruirui Li, Li Cao, Fang Lv, Jing Yuan, Panpan Li, Shengdong Liu, Zhongcheng Li
An effective underwater image enhancement based on the fusion of CLAHE and image constancy sharpening technique
Hena Prince, Binesh T
Exploitation of the ensemble-based machine learning strategies to elevate the precision of CORDEX regional simulations in precipitation projection
Alireza Ghaemi, Seyed Arman Hashemi Monfared, Abdolhamid Bahrpeyma, Peyman Mahmoudi, Mohammad Zounemat-Kermani
Optimizing the wells location using the Metaheuristic algorithms, as well as optimizing the drilling time of production and injection wells in one of the reservoirs in south west of Iran
Hamed Nikravesh, Ali Ranjbar, Reza Azin
Multifractal Scaling characteristics of lineament networks of a fractured sandstone aquifer system
Safia Abdi, Mohamed Chettih
Flood susceptibility mapping through geoinformatics and ensemble learning methods, with an emphasis on the AdaBoost-Decision Tree algorithm, in Mazandaran, Iran
Maryam Jahanbani, Mohammad H. Vahidnia, Hossein Aghamohammadi, Zahra Azizi
Comparison of tree-based ensemble learning algorithms for landslide susceptibility mapping in Murgul (Artvin), Turkey
Ziya Usta, Halil Akıncı, Alper Tunga Akın
Multi-objective optimal allocation of water resources based on improved marine predator algorithm and entropy weighting method
Zhaocai Wang, Haifeng Zhao, Xiaoguang Bao, Tunhua Wu
Evaluation of total dissolved solids in rivers by improved neuro fuzzy approaches using metaheuristic algorithms
Mahdieh Jannatkhah, Rouhollah Davarpanah, Bahman Fakouri, Ozgur Kisi
Deep learning-driven regional drought assessment: an optimized perspective
Chandrakant M. Kadam, Udhav V. Bhosle, Raghunath S. Holambe
Multidimensional displacement analysis of Semeru Volcano, Indonesia following December 2021 eruption from multitrack InSAR observation
Argo Galih Suhadha, Harintaka Harintaka
PCA-VGG16 model for classification of rock types
Yan Zhang, Yu-Long Ye, Dao-Jing Guo, Ting Huang
Application of hybrid model-based machine learning for groundwater potential prediction in the north central of Vietnam
Huu Duy Nguyen, Van Hong Nguyen, Quan Vu Viet Du, Cong Tuan Nguyen, Dinh Kha Dang, Quang Hai Truong, Ngo Bao Toan Dang, Quang Tuan Tran, Quoc-Huy Nguyen, Quang-Thanh Bui
Wind farm site selection using GIS-based multicriteria analysis with Life cycle assessment integration
Abdullah Demir, Ali Ersin Dinçer, Cihan Çiftçi, Sedat Gülçimen, Nigmet Uzal, Kutay Yılmaz
AI-driven reinforced optimal cloud resource allocation (ROCRA) for high-speed satellite imagery data processing
Uma Maheswara Rao Inkollu, J. K. R. Sastry
Application of geophysical and multispectral imagery data for predictive mapping of a complex geo-tectonic unit: a case study of the East Vardar Ophiolite Zone, North-Macedonia
Filip Arnaut, Dragana Đurić, Uroš Đurić, Mileva Samardžić-Petrović, Igor Peshevski
Incremental learning-random forest model-based landslide susceptibility analysis: A case of Ganzhou City, China
Xu Wang, Wen Nie, Wei Xie, Yang Zhang
Deep learning-based 1-D magnetotelluric inversion: performance comparison of architectures
Mehdi Rahmani Jevinani, Banafsheh Habibian Dehkordi, Ian J. Ferguson, Mohammad Hossein Rohban
Correction to: Deep learning-based 1-D magnetotelluric inversion: performance comparison of architectures
Mehdi Rahmani Jevinani, Banafsheh Habibian Dehkordi, Ian J. Ferguson, Mohammad Hossein Rohban
Manganese mineral prospectivity based on deep convolutional neural networks in Songtao of northeastern Guizhou
Kai Xu, Siyuan Zhao, Chonglong Wu, Sui Zhang, Liangjun Yuan, Changyu Yang, Yan Li, Yang Dong, Yongjin Wu, Shize Xiang, Chunfang Kong
Computing changes in regular square grids: towards integration of pixel and edge level analyses
Mihai-Sorin Stupariu
Deep learning-based classification of mature and immature lavender plants using UAV orthophotos and a hybrid CNN approach
İlyas Aslan, Nizar Polat
Study and application of deeply optimized neural network in roof stability evaluation
Huiyong Yin, Shuo Li, Guoliang Xu, Daolei Xie, Cheng Jiang, Fangying Dong, Houchen Wang, Bin Wu
Fuzzy Swin transformer for Land Use/ Land Cover change detection using LISS-III Satellite data
Sam Navin MohanRajan, Agilandeeswari Loganathan, Prabukumar Manoharan, Farhan A. Alenizi
A multiscale road matching method based on hierarchical road meshes
Yuzhu Wang, Haowen Yan, Pengbo Li, Xiaomin Lu
Prediction of reservoir evaporation considering water temperature and using ANFIS hybridized with metaheuristic algorithms
Boudjerda Marouane, Mohammed Abdullahi Mu’azu, Andrea Petroselli
Positioning and detection of rigid pavement cracks using GNSS data and image processing
Ahmed A. Nasrallah, Mohamed A. Abdelfatah, Mohamed I. E. Attia, Gamal S. El-Fiky
OpenEOcubes: an open-source and lightweight R-based RESTful web service for analyzing earth observation data cubes
Brian Pondi, Marius Appel, Edzer Pebesma