Ausgabe 5/2024
Inhalt (63 Artikel)
A review on deep learning-based automated lunar crater detection
- Review
Chinmayee Chaini, Vijay Kumar Jha
Seismic facies analysis using machine learning techniques: a review and case study
- Review
Bernard Asare Owusu, Cyril Dziedzorm Boateng, Van-Dycke Sarpong Asare, Sylvester Kojo Danuor, Caspar Daniel Adenutsi, Jonathan Atuquaye Quaye
Application of Long Short-Term Memory (LSTM) Network for seasonal prediction of monthly rainfall across Vietnam
- REVIEW
Phu Nguyen-Duc, Huu Duy Nguyen, Quoc-Huy Nguyen, Tan Phan-Van, Ha Pham-Thanh
Comprehensive review of AI and ML tools for earthquake damage assessment and retrofitting strategies
- REVIEW
P. K. S. Bhadauria
LandslideSegNet: an effective deep learning network for landslide segmentation using remote sensing imagery
- Open Access
- RESEARCH
Abdullah Şener, Burhan Ergen
Remote sensing insights into subsurface-surface relationships: Land Cover Analysis and Copper Deposits Exploration
- Open Access
- Review
Matthieu Tshanga M, Lindani Ncube, Elna van Niekerk
Develop of a machine learning model to evaluate the hazards of sand dunes
- Research
Hanaa A. Megahed, Abd El‑Hay A. Farrag, Hossam M. GabAllah, Mohamed A. E. AbdelRahman, Rania M. Badawy
Applications of mathematical morphology operators in civil infrastructures
- Open Access
- Research
Dumitru Abrudan, Ana-Maria Drăgulinescu, Nicolae Vizireanu
Assessing land degradation neutrality in semi-arid dryland agroecosystems of the matabeleland North province of Zimbabwe
- Research
Bright Chisadza, Onalenna Gwate, Simon Peter Musinguzi
Total organic carbon (TOC) estimation using ensemble and artificial neural network methods; a case study from Kazhdumi Formation, NW Persian Gulf
- Research
Bahram Alizadeh, Mehran Rahimi, Seyed Mohsen Seyedali
A 3D bedrock modeling method based on information mining of 2D geological map
- Research
Tong Niu, Bingxian Lin, Liangchen Zhou, Guonian Lv
Enhancing earth observation security through optimized routing in wireless sensor networks
- Research
Amani K. Samha
Sea-land segmentation method based on an improved MA-Net for Gaofen-2 images
- Research
Chengqian Lu, YuanChao Wen, Yangdong Li, Qinghong Mao, Yuehua Zhai
The geospatial modelling of vegetation carbon storage analysis in Google earth engine using machine learning techniques
- Research
Arpitha M, S A Ahmed, Harishnaika N
Adaptive feature selection for hyperspectral image classification based on Improved Unsupervised Mayfly optimization Algorithm
- Research
Mohammed Abdulmajeed Moharram, Divya Meena Sundaram
Improving the resource modeling results using auxiliary variables in estimation and simulation methods
- Research
Siavash Salarian, Behrooz Oskooi, Kamran Mostafaei, Maxim Y. Smirnov
A new approach to dividing the tectonic setting of igneous rocks: machine learning and GeoTectAI software
- Research
Ming Lei, Wenyan Cai, Xiao Liu, Chao Zhang, Qingyi Cui, Jian Li
Comparative evaluation of spatiotemporal variations of surface water quality using water quality indices and GIS
- Open Access
- Research
Aysenur Uslu, Secil Tuzun Dugan, Abdellah El Hmaidi, Ayse Muhammetoglu
Hybrid neural network wind speed prediction based on two-level decomposition and weighted averaging
- Research
Qi Bi, Yu-long Bai, Zai-hong Hou, Rui Wang
Standard precipitation-temperature index (SPTI) drought identification by fuzzy c-means methodology
- Open Access
- Research
Zekâi Şen
Performance comparison of various machine learning models for predicting water quality parameters in the Chebika Zone of Central Tunisia
- Research
Mohamed Abdelhedi, Hakim Gabtni
Implementing a new Research Data Alliance recommendation, the I-ADOPT framework, for the naming of environmental variables of continental surfaces
- Open Access
- Research
Charly Coussot, Isabelle Braud, Véronique Chaffard, Brice Boudevillain, Sylvie Galle
Multiple data-driven approaches for estimating daily streamflow in the Kone River basin, Vietnam
- Research
Tran Tuan Thach
Hyperspectral remote sensing image watermarking using discrete wavelet transform and forensic based investigation archimedes optimization
- Research
Minal Bodke, Sangita Chaudhari
Modelling of snow and glacier melt dynamics in a mountainous river basin using integrated SWAT and machine learning approaches
- Research
Abhilash Gogineni, Madhusudana Rao Chintalacheruvu, Ravindra Vitthal Kale
Estimation of static Young’s modulus of sandstone types: effective machine learning and statistical models
- Open Access
- RESEARCH
Na Liu, Yan Sun, Jiabao Wang, Zhe Wang, Ahmad Rastegarnia, Jafar Qajar
From land to ocean: bathymetric terrain reconstruction via conditional generative adversarial network
- Research
Liwen Zhang, Jiabao Wen, Ziqiang Huo, Zhengjian Li, Meng Xi, Jiachen Yang
A Harris Hawks optimization-based cellular automata model for urban growth simulation
- Research
Yuan Ding, Hengyi Zheng, Fuming Jin, Dongming Chen, Xinyu Huang
Real-time sharing algorithm of earthquake early warning data of hydropower station based on deep learning
- RESEARCH
Gang Yang, Min Zeng, Xiaohong Lin, Songbai Li, Haoxiang Yang, Lingyan Shen
Evaluation of segment anything model (SAM) for automated labelling in machine learning classification of UAV geospatial data
- Research
Bhargav Parulekar, Nischal Singh, Anandakumar M. Ramiya
One-dimensional deep learning driven geospatial analysis for flash flood susceptibility mapping: a case study in North Central Vietnam
- Open Access
- Research
Pham Viet Hoa, Nguyen An Binh, Pham Viet Hong, Nguyen Ngoc An, Giang Thi Phuong Thao, Nguyen Cao Hanh, Phuong Thao Thi Ngo, Dieu Tien Bui
Evaluating the impact of eccentric loading on strip footing above horseshoe tunnels in rock mass using adaptive finite element limit analysis and machine learning
- Research
Aayush Kumar, Vinay Bhushan Chauhan
Comparative analysis of SPI, SPEI, and RDI indices for assessing spatio-temporal variation of drought in Türkiye
- Open Access
- RESEARCH
Fatma Yaman Öz, Emre Özelkan, Hasan Tatlı
Assessing the shear strength of sandy soil reinforced with polyethylene-terephthalate: an AI-based approach
- RESEARCH
Masoud Samaei, Morteza Alinejad Omran, Mohsen Keramati, Reza Naderi, Roohollah Shirani Faradonbeh
Estimating S-wave amplitude for earthquake early warning in New Zealand: Leveraging the first 3 seconds of P-Wave
- Open Access
- Research
Chanthujan Chandrakumar, Marion Lara Tan, Caroline Holden, Max Stephens, Amal Punchihewa, Raj Prasanna
SCECNet: self-correction feature enhancement fusion network for remote sensing scene classification
- Research
Xiangju Liu, Wenyan Wu, Zhenshan Hu, Yuan Sun
Object-based image analysis for extracting regional slope units and its application
- RESEARCH
Ying Zeng, Yingbin Zhang, Jing Liu, Hui Zhu, Zhenhai Feng, Yu Sun
Qanat discharge prediction using a comparative analysis of machine learning methods
- Research
Saeideh Samani, Meysam Vadiati, Ozgur Kisi, Leyla Ghasemi, Reza Farajzadeh
Hyperspectral image classification based on adaptive spectral feature decoupling with global local feature fusion network
- Research
Yunji Zhao, Nailong Song, Wenming Bao
Comparing two crowdsourcing platforms: assessing their potential for mapping Antarctica
- Open Access
- RESEARCH
Ayse Giz Gulnerman, Muge Senel, Ozan Deniz Gokduman
Carbonate reservoir characterization and permeability modeling using Machine Learning ـــ a study from Ras Fanar field, Gulf of Suez, Egypt
- Open Access
- RESEARCH
Mostafa S. Khalid, Ahmed S. Mansour, Saad El-Din M. Desouky, Walaa S. M. Afify, Sayed F. Ahmed, Osama M. Elnaggar
A multi-objective path computation approach for software defined internet of underwater things
- Research
Reza Mohammadi
Integration Sentinel-1 SAR data and machine learning for land subsidence in-depth analysis in the North Coast of Central Java, Indonesia
- Research
Ardila Yananto, Fajar Yulianto, Mardi Wibowo, Nurkhalis Rahili, Dhedy Husada Fadjar Perdana, Edwin Adi Wiguna, Yudhi Prabowo, Marindah Yulia Iswari, Anies Ma’rufatin, Imam Fachrudin
Precipitation nowcasting leveraging spatial correlation feature extraction and deep spatio-temporal fusion network
- Research
Wenbin Yu, Yangsong Li, Cheng Fan, Daoyong Fu, Chengjun Zhang, Yadang Chen, Ming Qian, Jie Liu, Gaoping Liu
A novel lossless commutative encryption and watermarking algorithm for vector geographic dataset
- Research
Tao Tan, Liming Zhang, Shuaikang Liu, Lei Wang, Yan Jin, Jianing Xie
Improved porosity estimation in complex carbonate reservoirs using hybrid CRNN deep learning model
- RESEARCH
Amirreza Mehrabi, Majid Bagheri, Majid Nabi Bidhendi, Ebrahim Biniaz Delijani, Mohammad Behnoud
Tropical cyclone ensemble forecast framework based on spatiotemporal model
- Research
Tongfei Li, Kaihua Che, Jiadong Lu, Yifan Zeng, Wei Lv, Zhiyao Liang
Real-time flash flood detection employing the YOLOv8 model
- Research
Nguyen Hong Quang, Hanna Lee, Namhoon Kim, Gihong Kim
Investigation of occupants’ characteristics impact on thermal comfort assessment using a novel neural network PMVo calculation model
- Research
Anton Kerčov, Tamara Bajc, Radiša Jovanović
TL-iTransformer: Revolutionizing sea surface temperature prediction through iTransformer and transfer learning
- Research
Wanhai Jia, Shaopeng Guan, Yuewei Xue
Regularization in machine learning models for MVT Pb-Zn prospectivity mapping: applying lasso and elastic-net algorithms
- Research
Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash
A novel secure scheme for remote sensing image transmission: an integrated approach with compression and encoding
- Research
Haiyang Shen, Jinqing Li, Xiaoqiang Di, Xusheng Li, Zhenxun Liu, Makram Ibrahim
Deep learning-aided simultaneous missing well log prediction in multiple stratigraphic units: a case study from the Bhogpara oil field, Upper Assam, Northeast India
- RESEARCH
Bappa Mukherjee, Kalachand Sain, Sohan Kar, Srivardhan V
MEHGNet: a multi-feature extraction and high-resolution generative network for satellite cloud image sequence prediction
- Research
Ben Xie, Jing Dong, Chang Liu, Wei Cheng
Integration of machine learning and remote sensing for drought index prediction: A framework for water resource crisis management
- RESEARCH
Hamed Talebi, Saeed Samadianfard
Investigation of the recurrent flash flood events in the Far-North Region of Cameroon
- Research
Ernest Djomdi, Zakari Aretouyap, Dady Herman Agogue Feujio, Charles Ngog II Legrand, Cedric Nguimfack Nguimgo, Abas Ndinchout Kpoumie, Philippe Njandjock Nouck
A new classification scheme for urban impervious surface extraction from UAV data
- RESEARCH
Ali Abdolkhani, Sara Attarchi, Seyed Kazem Alavipanah
Adaptive water delineation algorithms for L- and C-band SAR imagery: a comparative analysis
- METHODOLOGY
Ashwin Gujrati, Rohit Pradhan, Nimisha Singh, Vibhuti B. Jha, Praveen K. Gupta
ESenTRy: an on-site earthquake early warning system based on the instrumental modified Mercalli intensity
- Open Access
- Software
Özkan Kafadar, Süleyman Tunç, Berna Tunç
Correction to: Ionospheric scintillation characteristics over Indian region from latitudinally-aligned geodetic GPS observations
- Open Access
- Correction
Sampad Kumar Panda, Mefe Moses, Kutubuddin Ansari, Janusz Walo
Correction: Develop of a machine learning model to evaluate the hazards of sand dunes
- Correction
Hanaa A. Megahed, Abd El-Hay A. Farrag, Hossam M. GabAllahn, Mohamed A. E. AbdelRahman, Rania M. Badawy
Correction: Comparative analysis of SPI, SPEI, and RDI ındices for assessing spatio-temporal variation of drought in Türkiye
- Open Access
- Correction
Fatma Yaman Öz, Emre Özelkan, Hasan Tatlı
