Ausgabe 2/2023
Inhalt (53 Artikel)
Machine learning for earthquake prediction: a review (2017–2021)
Nurafiqah Syahirah Md Ridzwan, Siti Harwani Md. Yusoff
Development of a deep convolutional neural network model for detection and delineation of coal mining regions
Ajay Kumar, Amit Kumar Gorai
Application of hybrid model-based deep learning and swarm‐based optimizers for flood susceptibility prediction in Binh Dinh province, Vietnam
Huu Duy Nguyen, Chien Pham Van, Anh Duc Do
Distributed spatial crowdsourcing based task allocation in Ocean Internet of Things
Hongtang Cao, Ying Guo, Fei Li, Keyi Zhang
A sequence-to-sequence based multi-scale deep learning model for satellite cloud image prediction
Jie Lian, Ruirong Chen
A Markov chain approach for earthquake sequencing in the Aegean Graben system of Turkey
Ceren Ünal, Gamze Özel, Tuba Eroglu Azak
Transfer learning for streamflow forecasting using unguaged MOPEX basins data set
Abdullahi Uwaisu Muhammad, S. I. Abba
A change type determination method based on knowledge of spectral changes in land cover types
Linye Zhu, Huaqiao Xing, Longfei Zhao, Hui Qu, Wenbin Sun
Satellite image detection and classification using hybrid segmentation and feature extraction with enhanced probabilistic neural network
N. Bharatha Devi, B B Beenarani, E. Sivanantham
A remotely sensed study of the impact of meteorological parameters on vegetation for the eastern basins of Afghanistan
Ahmad Farid Nabizada, Iman Rousta, Gholamali Mozaffari, Marjan Dalvi, Haraldur Olafsson, Anna Siedliska, Piotr Baranowski, Przemysław Tkaczyk, Jaromir Krzyszczak
A statistical approach to site-specific thresholding for burn severity maps using bi-temporal Landsat-8 images
Tümay Kadakci̇ Koca
Local-scale monitoring of evapotranspiration based on downscaled GRACE observations and remotely sensed data: An application of terrestrial water balance approach
Behnam Khorrami, Shahram Gorjifard, Shoaib Ali, Bakhtiar Feizizadeh
Evaluation of TerraClimate gridded data across diverse climates in Iran
Alireza Araghi, Christopher J. Martinez, Jan F. Adamowski
Automatic lithology identification method based on efficient deep convolutional network
Yan Guo, Zhuowu Li, Weihua Lin, Ji Zhou, Shixiang Feng, Luyu Zhang, Fujiang Liu
Rainfall Forecasting using a Bayesian framework and Long Short-Term Memory Multi-model Estimation based on an hourly meteorological monitoring network. Case of study: Andean Ecuadorian Tropical City
Diego Cabrera, María Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan Li
Seasonal assessment of cross-shore morphodynamic behaviour of wave-dominated beaches using data-driven analysis
Lynda-Uta Edet Okon, Jaya Kumar Seelam
Rock thin section image classification based on depth residuals shrinkage network and attention mechanism
XiaLin Zhang, ZhenJiang Wang, DongTao Liu, Qing Sun, Jin Wang
On the modern deep learning approaches for precipitation downscaling
Bipin Kumar, Kaustubh Atey, Bhupendra Bahadur Singh, Rajib Chattopadhyay, Nachiketa Acharya, Manmeet Singh, Ravi S. Nanjundiah, Suryachandra A. Rao
Machine learning for prediction of the uniaxial compressive strength within carbonate rocks
Mohamed Abdelhedi, Rateb Jabbar, Ahmed Ben Said, Noora Fetais, Chedly Abbes
A Tri-Training method for lithofacies identification under scarce labeled logging data
Xinyi Zhu, Hongbing Zhang, Quan Ren, Dailu Zhang, Fanxing Zeng, Xinjie Zhu, Lingyuan Zhang
A self-adaptable Manta ray optimized Gabor filter for satellite image enhancement
Anju Asokan
A hybrid approach combining the multi-dimensional time series k-means algorithm and long short-term memory networks to predict the monthly water demand according to the uncertainty in the dataset
Azar Niknam, Hasan Khademi Zare, Hassan Hosseininasab, Ali Mostafaeipour
An intelligent optimized cyclone intensity prediction framework using satellite images
C. Kishor Kumar Reddy, P. R. Anisha, Marlia Mohd Hanafiah, Y. V. S. S. Pragathi, B. V. Ramana Murthy, R. Madana Mohana
Twenty thousand leagues under plant biominerals: a deep learning implementation for automatic phytolith classification
Nafsika C. Andriopoulou, Georgios Petrakis, Panagiotis Partsinevelos
Comparative assessment of surface soil moisture simulations by the coupled wcm-iem vs. data-driven models using the Sentinel 1 and 2 satellite images
Neda Dolatabadi, Mohsen Nasseri, Banafsheh Zahraie
Inversion model for snow geophysical parameters estimation using sentinel–1 stokes parameter
Manmit Kumar Singh, Rishikesh Bharti
Towards progressive geospatial information processing on web systems: a case study for watershed analysis in Iowa
Muneeb Shahid, Yusuf Sermet, Jerry Mount, Ibrahim Demir
Climatic variables impact on inland lakes water levels and area fluctuations in an arid/semi-arid region of Iran, Iraq, and Turkey based on the remote sensing data
Iman Rousta, Morteza Sharif, Sousan Heidari, Aboozar Kiani, Haraldur Olafsson, Jaromir Krzyszczak, Piotr Baranowski
Research on stability analysis of large karst cave structure based on multi-source point clouds modeling
Yirong Pan, Yonghua Xia, Yueyu Li, Minglong Yang, Qi Zhu
Best worst method-based mineral prospectivity modeling over the Central part of the Southern Kibi-Winneba Belt of Ghana
Eric Dominic Forson, Aboagye Menyeh
Atmospheric dust intrusions from the peninsular region into the Northern Gulf of California: case study
Enrique Morales-Acuña, Eduardo Santamaría-del-Ángel, Jean Linero-Cueto
Digital mapping of soil-texture classes in Batifa, Kurdistan Region of Iraq, using machine-learning models
Bushra S. Yousif, Yaseen T. Mustafa, Mohammed A. Fayyadh
Groundwater Quality Analysis and Drinkability Prediction using Artificial Intelligence
Niranjan Panigrahi, S. Gopal Krishna Patro, Raghvendra Kumar, Michael Omar, Tran Thi Ngan, Nguyen Long Giang, Bui Thi Thu, Nguyen Truong Thang
Impervious surface Mapping and its spatial–temporal evolution analysis in the Yellow River Delta over the last three decades using Google Earth Engine
Jiantao Liu, Yexiang Li, Yan Zhang, Quanlong Feng, Tongguang Shi, Dong Zhang, Pudong Liu
A comparative and coupled study of the application of Dempster-Shafer, fuzzy overlay and FAHP methods for groundwater potential mapping in a fractured medium of a mine site
Mohsen Safari, Faramarz Doulati Ardejani, Soroush Maghsoudy
SVM-based classification of multi-temporal Sentinel-2 imagery of dense urban land cover of Delhi-NCR region
Yash Khurana, Pramod Kumar Soni, Devershi Pallavi Bhatt
Exploring watershed structural variation during watershed evolution process under artificial rainfall experiment
Siwei Lin, Nan Chen
A 3D geological model of the Gallocanta Basin (Spain). The basis to update the hydrogeological model
Javier Ramajo, Jose María Orellana-Macías, Carlos Galé, Manuel Arce, Jesús Causapé
Combining deep learning methods and multi-resolution analysis for drought forecasting modeling
Ali Ben Abbes, Raja Inoubli, Manel Rhif, Imed Riadh Farah
Machine learning model combined with CEEMDAN algorithm for monthly precipitation prediction
Zi-yi Shen, Wen-chao Ban
Identification of The Survey Points from Network RTK Trajectory with Improved DBSCAN Clustering, Case Study on HNCORS
Minsi Ao, Xiangqiang Zeng, Chunhua Chen, Bin Chu, Yubing Zhang, Cui Zhou
Precision mapping through the stereo vision and geometric transformations in unknown environments
Georgios Petrakis, Angelos Antonopoulos, Achilles Tripolitsiotis, Dimitris Trigkakis, Panagiotis Partsinevelos
Determining the time response in GNSS tomographic modeling of troposphere
Elaheh Sadeghi, Masoud Mashhadi Hossainali, Abdolreza Safari
Construction and application of mine water inflow prediction model based on multi-factor weighted regression: Wulunshan Coal Mine case
Bo Li, Huang Wu, Pu Liu, Juan Fan, Tao Li
Implementation and verification of a real-time system for automatic aftershock forecasting in China
Zhumei Liu, Haikun Jiang, Shengle Li, Mingxiao Li, Jian Liu, Jingfa Zhang
An improved method for estimating soil moisture over cropland using SAR and optical data
Dayou Luo, Xingping Wen, Shuling Li
FS Calculator: A windows-based application for factor of safety assessment and sensitivity analyses by circular failure charts
Uzair Aalam, Tariq Siddique, Sarada Prasad Pradhan
EZ-InSAR: An easy-to-use open-source toolbox for mapping ground surface deformation using satellite interferometric synthetic aperture radar
Alexis Hrysiewicz, Xiaowen Wang, Eoghan P. Holohan
Correction to: Local-scale monitoring of evapotranspiration based on downscaled GRACE observations and remotely sensed data: An application of terrestrial water balance approach
Behnam Khorrami, Shahram Gorjifard, Shoaib Ali, Bakhtiar Feizizadeh
Correction to: Seasonal assessment of cross-shore morphodynamic behaviour of wave-dominated beaches using data-driven analysis
Lynda-Uta Edet Okon, Jaya Kumar Seelam
Correction to: Automatic lithology identification method based on efficient deep convolutional network
Yan Guo, Zhuowu Li, Weihua Lin, Ji Zhou, Shixiang Feng, Luyu Zhang, Fujiang Liu