Ausgabe 3/2024
Inhalt (60 Artikel)
Exploring neuro-symbolic AI applications in geoscience: implications and future directions for mineral prediction
- Open Access
- Review
Weilin Chen, Xiaogang Ma, Zhe Wang, Wenjia Li, Chao Fan, Jiyin Zhang, Xiang Que, Chenhao Li
Cyclone detection with end-to-end super resolution and faster R-CNN
- Open Access
- Research
Marwa S. Moustafa, Mohamed R. Metwalli, Roy Samshitha, Sayed A. Mohamed, Barma Shovan
Agroecological-based modeling of meteorological drought at 12-month time scale in the Western Cape Province of South Africa
- Open Access
- RESEARCH
Mthulisi Ngwenya, Eskinder Gidey, Mulala Danny Simatele
A deep learning-based method for deep information extraction from multimodal data for geological reports to support geological knowledge graph construction
- RESEARCH
Yan Chen, Miao Tian, Qirui Wu, Liufeng Tao, Tingyao Jiang, Qinjun Qiu, Hua Huang
Hyperspectral image classification based on channel perception mechanism and hybrid deformable convolution network
- Research
Yunji Zhao, Zhihao Zhang, Wenming Bao, Xiaozhuo Xu, Zhifang Gao
Suitability of the height above nearest drainage (HAND) model for flood inundation mapping in data-scarce regions: a comparative analysis with hydrodynamic models
- Open Access
- Research
Navin Tony Thalakkottukara, Jobin Thomas, Melanie K. Watkins, Benjamin C. Holland, Thomas Oommen, Himanshu Grover
An ensemble deep learning approach for air quality estimation in Delhi, India
- RESEARCH
Anju S. Mohan, Lizy Abraham
Clustering the temporal distribution pattern of sub-daily precipitations over Iran
- RESEARCH
Kousha Hoghoughinia, Bahram Saghafian, Saleh Aminyavari
Post-stack seismic inversion through probabilistic neural networks and deep forward neural networks
- Open Access
- Research
Víctor Sotelo, Ovidio Almanza, Luis Montes
KG-Unet: a knowledge-guided deep learning approach for seismic facies segmentation
- RESEARCH
Xiang-Ye Zhang, Wan-Li Wang, Guang-Min Hu, Xing-Miao Yao
How does extreme point sampling affect non-extreme simulation in geographical random forest?
- Research
Hui Wang, Meixu Chen, Zhe Wang, Li Huang, Christopher C. Caudill, Shijin Qu, Xiang Que
Design and implementation of an Automatic Deep Stacked Sparsely Connected Convolutional Autoencoder (ADSSCCA) neural network for remote sensing lithological mapping using calculated dropout
- RESEARCH
Charlie Gael Atangana Otele, Mathias Akong Onabid, Patrick Stephane Assembe
Efficiency analysis of ITN loss function for deep semantic building segmentation
- RESEARCH
Mohammad Erfan Omati, Fatemeh Tabib Mahmoudi
An eXtreme Gradient Boosting prediction of uplift capacity factors for 3D rectangular anchors in natural clays
- RESEARCH
Duy Tan Tran, Tinnapat Onjaipurn, Divesh Ranjan Kumar, Weeraya Chim-Oye, Suraparb Keawsawasvong, Pitthaya Jamsawang
Reliability of Monte Carlo simulation approach for estimating uniaxial compressive strength of intact rock
- Open Access
- RESEARCH
Adeyemi Emman Aladejare, Kayode Augustine Idowu, Toochukwu Ozoji
A reliable and energy-aware end-to-end routing approach in sdn/fog-based iout
- Research
Reza Mohammadi
MS-YOLO: integration-based multi-subnets neural network for object detection in aerial images
- RESEARCH
Xinyu Cao, Minglei Duan, Hongwei Ding, Zhijun Yang
Spatiotemporal analysis of land surface temperature trends in Nashik, India: A 30-year study from 1992 to 2022
- RESEARCH
Kratika Sharma, Ritu Tiwari, Arun Kumar Wadhwani, Shobhit Chaturvedi
Assessment of groundwater level using satellite-based hydrological parameters in North-West India: A deep learning approach
- RESEARCH
Pranshu Pranjal, Dheeraj Kumar, Ashish Soni, R. S. Chatterjee
Forecasting groundwater fluctuations caused by earthquakes using fuzzy logic and AHP Method: A case study from Iran
- RESEARCH
Hossein Rashidi Gooya, Homayoon Katibeh, Amjad Maleki
An improved self-training network for building and road extraction in urban areas by integrating optical and radar remotely sensed data
- RESEARCH
Rana Naanjam, Farshid Farnood Ahmadi
Log-based estimation of magnitude, azimuth and causes of anisotropy using a committee machine-based model
- RESEARCH
Behzad Nasrnia, Reza Falahat, Ali Kadkhodaie
Assessing the forecasting accuracy of intense precipitation events in Iran using the WRF model
- Research
Ali Salahi, Afshin Ashrafzadeh, Majid Vazifedoust
Evaluating climate change for the early 21st century in the Potwar Region of Pakistan using CMIP6 simulations
- Research
Hania Batool, Muhammad Taqui
Influence of different tectonic settings on fracture formation and fluid flow around upper-crustal magmatic intrusion: insights from numerical modelling
- Open Access
- RESEARCH
Cheng Chang, Keyan Xiao, Gang Luo, Li Sun
A hyperspectral unmixing model using convolutional vision transformer
- RESEARCH
Sreejam Muraleedhara Bhakthan, Agilandeeswari Loganathan
EdgeShield: Attack resistant secure and privacy-aware remote sensing image retrieval system for military and geological applications using edge computing
- RESEARCH
M Ajitesh, M Deekshith, Amaithi Rajan Arun, V Vetriselvi, D Hemanth
Urban landscape modeling and algorithms under machine learning and remote sensing data
- RESEARCH
Ting Song, Guoying Lu
Typical lake area is accurately predicted and assessed based on deep learning algorithms and associated physical mechanisms
- RESEARCH
Yanfei Chen, Yuru Dong, Yongxi Sun, Chao He
Applications of QGIS and machine learning for road crash spot identification
- RESEARCH
Vijaya Lakshmikanthi Pusuluri, Mukund Rao Dangeti
Dual-color space color correction and histogram segmentation optimized strategy for underwater image enhancement
- RESEARCH
Dan Xiang, Dengyu He, Pan Gao, Huihua Wang, Chenkai Zhai, Qiang Qu, Chun Shan, Xing Zhu, Junliu Zhong
An efficient video-based rainfall intensity estimation employing different recurrent neural network models
- Research
Farshid Rajabi, Neda Faraji, Masoumeh Hashemi
Predictive modeling of daily precipitation occurrence using weather data of prior days in various climates
- Research
Ghorban Mahtabi, Ozgur Kisi, Saeed Mozaffari, Farshid Taran
Estimating millimeter-scale surface roughness of rock outcrops using drone-flyover structure-from-motion (SfM) photogrammetry by applying machine learning model
- Research
Takumu Nakamura, Arata Kioka, Kosuke Egawa, Takuma Ishii, Yasuhiro Yamada
Stability of subsea circular tunnels using finite element limit analysis and adaptive neuro-fuzzy inference system
- Research
Amir Hossein Shafiee, Masoud Oulapour, Mustafa Abd Ali Abdlkadhim
An adaptive mobility-aware secure handover and scheduling protocol for Earth Observation (EO) communication using fog computing
- RESEARCH
Navjeet Kaur, Ayush Mittal, Umesh Kumar Lilhore, Sarita Simaiya, Surjeet Dalal, Yogesh Kumar Sharma
A hybrid key agreement scheme utilized elliptic curve Diffie-Hellman for IoT based advanced metering environment
- RESEARCH
Mohammad Kamrul Hasan, Md Mehedi Hasan, Anil Kumar Budati, Shayla Islam, Nurhizam Safie, Fatima Rayan Awad Ahmed, Khairul Azmi Abu Bakar, Nissrein Babiker Mohammed Babiker, Taher M. Ghazal
Innovative agricultural diagnosis: DQRR-AFH algorithm model for effective leaf disease prevention and monitoring
- RESEARCH
S. L. Bharathi, N. Deepa, J. Sathya Priya, K. Muthulakshmi
Machine learning regression algorithms for predicting the susceptibility of jointed rock slopes to planar failure
- RESEARCH
Avishek Dutta, Kripamoy Sarkar, Keshav Tarun
Satellite image classification using deep learning approach
- Research
Divakar Yadav, Kritarth Kapoor, Arun Kumar Yadav, Mohit Kumar, Arti Jain, Jorge Morato
An improved multi-filter fusion indoor localization algorithm based on INS and UWB
- RESEARCH
Long Cheng, Chen Cui, Zhijian Zhao, Yuanyuan Shi
Quantification and mapping of the carbon sequestration potential of soils via a quantile regression forest model
- RESEARCH
Subramanian Dharumarajan, Ramakrisnappa Vasundhara, Beeman Kalaiselvi, Manickam Lalitha, M. Rameshan, Ramasamy Srinivasan, Kavukattu Sreekumar Karthika, Kumari Sweta, Kokkuvayil Sankaranarayanan Anil Kumar, Rajendra Hegde
Adaptive direct sampling-based approach to ore grade modeling
- RESEARCH
ZhangLin Li, ShuiHan Yi, Ning Wang, XiaLin Zhang, Qiyu Chen, Gang Liu
Surface water extraction from high-resolution remote sensing images based on an improved U-net network model
- Research
Guoqing Wang, Guoxu Chen, Bin Sui, Li’ao Quan, Er’rui Ni, Jianxin Zhang
Physics-informed loss functions for vertical total electron content forecast
- Open Access
- Research
Eric Nana Asamoah, Massimo Cafaro, Italo Epicoco, Giorgiana De Franceschi, Claudio Cesaroni
Groundwater level estimation using improved deep learning and soft computing methods
- RESEARCH
Amin Mirboluki, Mojtaba Mehraein, Ozgur Kisi, Alban Kuriqi, Reza Barati
CEDG-GeoQA: Knowledge base question answering for the geoscience domain via Chinese entity description graph
- Research
Lai Wei, Qinghua Lu, Yilin Duan, Hong Yao, Xiaojun Kang
ENSO dataset & comparison of deep learning models for ENSO forecasting
- Open Access
- RESEARCH
Shabana Mir, Masood Ahmad Arbab, Sadaqat ur Rehman
A novel machine learning approach for interpolating seismic velocity and electrical resistivity models for early-stage soil-rock assessment
- RESEARCH
Mbuotidem David Dick, Andy Anderson Bery, Nsidibe Ndarake Okonna, Kufre Richard Ekanem, Yasir Bashir, Adedibu Sunny Akingboye
Ontology-driven relational data mapping for constructing a knowledge graph of porphyry copper deposits
- Research
Chengbin Wang, Liangquan Tan, Yuanjun Li, Mingguo Wang, Xiaogang Ma, Jianguo Chen
Rainfall-runoff modeling using machine learning in the ungauged urban watershed of Quetta Valley, Balochistan (Pakistan)
- RESEARCH
Ghunwa Shah, Arjumand Zaidi, Abdul Latif Qureshi, Shahzad Hussain, Rizwan, Tarique Aziz
Determining future scenarios of urban areas with cellular automata/Markov Chain Model method; example of Ereğli District Konya-Türkiye (2030–2040)
- Open Access
- RESEARCH
Taha Kağan Aydın, S. Savaş Durduran
A lightweight building change detection network with coordinate attention and multiscale fusion
- RESEARCH
Weipeng Le, Liang Huang
Ultra-short-term photovoltaic power prediction based on modal reconstruction and BiLSTM-CNN-Attention model
- RESEARCH
Wei Liu, Qian Liu, Yulin Li
Sparse subspace clustering incorporated deep convolutional transform learning for hyperspectral band selection
- Research
Anurag Goel, Angshul Majumdar
Groundwater potential modeling over the eastern part of Ghana’s Northern Region using evidence belief functions and weight of evidence
- RESEARCH
Eric Dominic Forson, Elikplim Abla Dzikunoo, Prince Ofori Amponsah, Aboagye Menyeh, Samuel Nunoo, Theophilus Yaw Amponsah
RadonPotential: An interactive web application for radon potential prediction under different climates and soil textures
- Open Access
- SOFTWARE
Juan Jose Galiana-Merino, Sara Gil-Oncina, Javier Valdes-Abellan, Juan Luis Soler-Llorens, David Benavente
