Ausgabe 2/2025
Inhalt (175 Artikel)
Marine landscape mapping for ecologically relevant habitat suitability modelling
- Research
Bryan Yong, Khaira Ismail, Azizi Ali, Rozaimi Che Hasan, Muhammad Abdul Hakim Muhamad
A backtracking search-based extreme gradient boosting algorithm for soil moisture prediction using meteorological variables
- Research
Hojjat Emami, Somayeh Emami, Vahid Rezaverdinejad
A new method of rock discontinuity sets using modified self-organizing mapping neural network
- RESEARCH
Mingzhe Zhou, Haiying Fu, Yanyan Zhao, Yangli Zhou, Tao Yang, Wangming Huang, Xiongwei Hu
Frost forecasting through machine learning algorithms
- Open Access
- Research
Javier Pérez Tárraga, Manuel Castillo-Cara, Enrique Arias-Antúnez, Diego Dujovne
Assessing rainfall variability, long-term trends, and drought incidences in the Tanzania part of the Kagera River sub-basin
- Research
Nickson Tibangayuka, Deogratias M. M. Mulungu, Fides Izdori
A UAV attitude fusion algorithm based on gradient descent-improved EKF
- RESEARCH
Guiling Zhao, Yuan Wang, Weidong Liang, Hongxing Zhao
Geophysical bayesian inverse problem solving with tuning-free adaptive MCMC sampler
- Research
Amin Arabpour, Rasoul Hamidzadeh Moghadam, Mohammad Emami Niri
BDCN_UNet: Advanced shoreline extraction techniques integrating deep learning
- Open Access
- Research
Amira S. Mahmoud, Sayed A. Mohamed, Ashraf K. Helmy, Ayman H. Nasr
Long-term trends in atmospheric particulates precursors over Nigeria: application of MERRA-2 reanalysis dataset from 1993—2023
- RESEARCH
Daniel Omeodisemi Omokpariola, John Kanayochukwu Nduka, Patrick Leonard Omokpariola
Landslide susceptibility assessment using information quantity and machine learning integrated models: a case study of Sichuan province, southwestern China
- Review
Pengtao Zhao, Ying Wang, Yi Xie, Md Galal Uddin, Zhengxuan Xu, Xingwang Chang, Yunhui Zhang
GA-ML: enhancing the prediction of water electrical conductivity through genetic algorithm-based end-to-end hyperparameter tuning
- Research
Muhammed Furkan GÜL, Halit Bakır
Multi-scenario carbon storage analysis based on PLUS model and InVEST model: a case study of Zhejiang province, China
- Research
Yirong Wang, Xueqin Jiang, Song Gao, Qi Jiang, Huaqiang Du, Ning Han
Recent trends in spatial modeling studies of air quality (2010–2023)
- Open Access
- REVIEW
Hesham Badawy
Evaluating evapotranspiration models for precise aridity mapping based on UNEP- aridity classification
- Research
Dauda Pius Awhari, Mohamad Hidayat Bin Jamal, Mohd Khairul Idlan Muhammad, Istifanus Akila Bardey, Shamsuddin Shahid
Improving seismic event detection: The CNC-FLSA method and its application in noisy data
- METHODOLOGY
Alireza Goudarzi, Seyed Hadi Dehghan-Manshadi
Mechanical properties and failure modes of discontinuous jointed considering water softening effects
- Research
Siyu Chen, Hang Lin, Ke Ou, Xing Zhang, Chaoyi Yang
Determination of the performance of training algorithms and activation functions in meteorological drought index prediction with nonlinear autoregressive neural network
- Open Access
- Research
Münevver Gizem Gümüş, Hasan Çağatay Çiftçi, Kutalmış Gümüş
Revealing the nature of soil liquefaction using machine learning
- Open Access
- RESEARCH
Sufyan Ghani, Ishwor Thapa, Sunita Kumari, Antonio Gomes Correia, Panagiotis G. Asteris
Monitoring the rehabilitation process of the windthrow area using UAS images and performance comparison of Sentinel-2A based different vegetation indexes
- Open Access
- Research
Tunahan Çinar, Ayşegül Uslu, Abdurrahim Aydin
Metakaolin as a soil stabilizing admixture: A comprehensive analysis of California bearing ratio and consolidation behavior using experimental and machine learning approaches
- Research
Ibrahim Haruna Umar, Sale Abubakar, Hang Lin, Jubril Izge Hassan
A deep dive into delhi's air pollution: forecasting levels using a Bi-LSTM-GRU hybrid model
- RESEARCH
Shubham Ranjan, Sunil Kumar Singh
Implementation of the BIRCH algorithm to construct a data-adaptive network design for regional gravity field modeling via SRBF
- Open Access
- Research
Rasit Ulug
Assessment of the spatiotemporal dynamics of river discharge and groundwater recharge to support sustainable water management for irrigated agriculture in the Padsan river watershed
- Research
Julius Incillo Jimenez, Nitin Kumar Tripathi, Ashish Pandey, Kuo Chieh Chao, Sangam Shrestha
Correction: Improving the modeling of bathymetry in the Persian Gulf and the Oman Sea using data assimilation of geodetic observation data
- Correction
Mohammad Ali Mohammad, Iraj Jazireeyan, Mahmoud Pirooznia
Seismic-well tie using fuzzy properties of acoustic impedance in the dynamic time warping
- Research
Saber Jahanjooy, Hosein Hashemi, Majid Bagheri, Dunya Bahram Karam
Ensemble learning-based interpretable method for pore pressure prediction using multivariate well logging data of IODP site U1517
- Research
Goutami Das, Saumen Maiti
Fuzzy Shuffled Frog Leaping Optimization-based enhanced ConvLSTM for Land Use/ Land Cover Prediction
- Research
Sam Navin MohanRajan, Agilandeeswari Loganthan, Prabukumar Manoharan
Uncertainty effect of saturated depth on large scale assessment of landslide: Case study at Saka town, Hiroshima Prefecture, Japan
- Research
Ho-Hong-Duy Nguyen, Thanh-Nhan Nguyen, Thi-Anh-Thu Phan, Gia-Phuc Nguyen, Thi-Khanh-Huyen Pham, Ngoc-Thi Huynh
Integrated geophysical methods for ground water prospecting in fault fracture zones under low-resistivity background conditions: a case study from Laohutiangou Village, Xuanwei, Yunnan Province
- Review
Zhijie Zheng, Jiayong Yan, Jie Zeng, Fuping Gan, Wei Liu, Xiuhua Lu
Reservoir evaporation prediction with integrated development of deep neural network models and meta-heuristic algorithms (Case study: Dez Dam)
- Research
Reza Farzad, Ahmad Sharafati, Farshad Ahmadi, Seyed Abbas Hosseini
Granite porosity prediction under varied thermal conditions using machine learning models
- Research
Rishabh Dwivedi, Balbir Prasad, PK Gautam, Peeyush Garg, Siddhartha Agarwal, KH Singh, TN Singh
Comparative analysis of sensors and classification algorithms for land cover classification in Islamabad, Pakistan
- Research
Khadim Hussain, Tariq Badshah, Kaleem Mehmood, Arif ur Rahman, Fahad Shahzad, Shoaib Ahmad Anees, Waseem Razzaq Khan, Sun Yujun
Permanent displacement of earth slopes under wavelet-based decomposed earthquakes
- Research
Wei Shen, Hamed Javdanian, Amirmasoud Naderi
Spatial resolution matters: unveiling the role of environmental predictors in English yew (Taxus bacata L.) distribution using MaxEnt modeling
- RESEARCH
Habibi Kilak Shadi, Seyed Jalil Alavi, Omid Esmailzadeh
PSO-random forest approach to enhance flood-prone area identification: using ground and remote sensing data (case study: Ottawa-Gatineau)
- Research
Maedeh Mosalla Tabari, Hamid Ebadi, Zahra Alizadeh Zakaria
Revolutionizing hyperspectral image classification for limited labeled data: unifying autoencoder-enhanced GANs with convolutional neural networks and zero-shot learning
- Research
Pallavi Ranjan, Anukriti Kaushal, Ashish Girdhar, Rajeev Kumar
Density based spatial clustering of applications with noise and fuzzy C-means algorithms for unsupervised mineral prospectivity mapping
- RESEARCH
Reza Ghezelbash, Mehrdad Daviran, Abbas Maghsoudi, Mahsa Hajihosseinlou
Empirical mode decomposition feature based Bi-LSTM and GRU neural network predictions of thermospheric density during rising and minimum solar activity from 2018 to 2022
- RESEARCH
Patapong Panpiboon, Kanthanakorn Noysena, Thana Yeeram
Optimizing rain-gauge network design for enhanced estimate rainfall in ungauged plain and mountainous regions
- Research
Mahdi Zarei, Rasoul Sarvestan, Seyed Hassan Alavinia
Improving permeability modeling using artificial neural networks in Lower Safa sand reservoir, JG field, Abu El-Gharadig basin, Western Desert, Egypt
- Open Access
- RESEARCH
Mostafa S. Khalid
Use of CPT and other parameters for estimating soil unit weight using optimised machine learning models
- Research
Swaranjit Roy, Abrar Rahman Abir, Mehedi A. Ansary
Improving the spatial prediction of topsoil properties in a typical grazing area using multi-season PlanetScope spectral covariates and data mining techniques
- Open Access
- Research
Kwanele Phinzi, László Bertalan, Gashaw Gismu Chakilu, Szilárd Szabó
Multi-scale spatiotemporal wind forecasting network in Southwest China
- Research
Xiao Yang, Fei Luo, Siyu Chen
A pioneering approach to deterministic rainfall forecasting for wet period in the Northern Territory of Australia using machine learning
- Open Access
- Research
Rashid Farooq, Monzur Alam Imteaz, Fatemah Mekanik
Optimizing landslide susceptibility mapping using integrated forest by penalizing attributes model with ensemble algorithms
- RESEARCH
Wei Chen, Chao Wang, Xia Zhao, Li Bai, Qingfeng He, Xi Chen, Qifei Zhao, Ruixin Zhao, Tao Li, Paraskevas Tsangaratos, Ioanna Ilia
Ensemble machine learning model for exploration and targeting of Pb-Zn deposits in Algeria
- REVIEW
Selma Remidi, Abdelhak Boutaleb, Salah Eddine Tachi, Yacine Hasnaoui, Robert Szczepanek, Abderraouf Seffari
Integrating google earth engine and random forest for land use and land cover change detection and analysis in the upper Tekeze Basin
- Research
Alelgn Ewunetu, Gebeyehu Abebe
Enhanced object recognition from remote sensing images based on hybrid convolution and transformer structure
- Research
Hoanh Nguyen, Thanh Quyen Ngo, Hoang Thi Tu Uyen, Mien Ka Duong
EVNN-GRFN integrated with BFGS-ARMA for rainfall prediction in Bangladesh
- RESEARCH
Sujit Kumar Roy, Sagiru Mati, Md Zidanur Rahman Zidan, Billal Hossen, Dilber Uzun Ozsahin, Mohamed Abioui
Forest canopy cover estimation with machine learning using GEDI and Landsat data in the Western Marmara Region, Türkiye
- Open Access
- RESEARCH
Eren Can Seyrek, Omer Gokberk Narin, Murat Uysal
Source rock characterization using seismic data inversion and well log analysis; a case study from Kazhdumi Formation, NW Persian Gulf
- RESEARCH
Mehran Rahimi, Bahram Alizadeh, Seyed Mohsen Seyedali
Enhancing streamflow drought prediction: integrating wavelet decomposition with deep learning and quantile regression neural network models
- Open Access
- Research
Babak Mohammadi, Mohammed Abdallah, Rachid Oucheikh, Okan Mert Katipoğlu, Majid Cheraghalizadeh
Accuracy and consistency of the machine learning models for predicting carbon stock in different carbon pools using satellite-based predictor variables
- Research
Dipankar Bera, Nilanjana Das Chatterjee, Vivek Dhiman, Subrata Ghosh, Santanu Dinda
Dimensionality analysis in assessing the unconfined strength of lime-treated soil using machine learning approaches
- RESEARCH
Jitendra Khatti, Asma Muhmed, Kamaldeep Singh Grover
Determining region of urban expansion based on urban growth pattern and intensity as a driving factor using regression modelling approach in Salem, India
- Research
Linda Theres, Selvakumar Radhakrishnan, Franklin Ogwankwa, G. Murali
Enhanced underwater image classification using SAE-based adaptive golden eagle optimizer for high-accuracy marine species identification
- RESEARCH
Absa S, Saju P John, Y Mary Reeja, Jarin T
Seismic hazard prediction in mining activities using metaheuristic algorithms
- RESEARCH
Jie Cai, Chunbo Fang, Juncheng Li, Mingang Li, Sheng Chen, Jinwen Zhou
A multi-stage adaptive otsu thresholding algorithm for pore segmentation in rock thin-section images
- Review
Chengzhen Yu, Wenhui Wu, Jun Zheng, Wei Zeng, Dongyu Zheng, Zhiwu Li, Caihua Chen, Sheng Wang
Enhancing spatial accuracy in disaster response: a DTBiFP-YOLOv8 model for drone-based search and rescue operations
- RESEARCH
Siva Priya M S, M. Vidhyalakshmi, Kirankumar Manivannan
A dimension-independent method for updating topological models of 4D spatio-temporal data based on generalized maps
- Research
Yuan Ding, Xinwen Zhang, Kai Cao, Mingguang Wu, Yingbao Yang, Fuming Jing, Dongming Chen, Xinyu Huang
AI-driven forecasting of river discharge: the case study of the Himalayan mountainous river
- Research
Shakeel Ahmad Rather, Mahesh Patel, Kanish Kapoor
Predicting seawater intrusion wedge length in coastal aquifers using hybrid gradient boosting techniques
- Open Access
- RESEARCH
Mohamed Kamel Elshaarawy, Asaad M. Armanuos
Soft computing approaches for predicting boron contamination in arid sandstone groundwater
- Research
Mohammed Benaafi, Mojeed Opeyemi Oyedeji, Nezar M. Alyazidi
Integration of ASTER imagery and field data for chromite exploration in the Eastern Khoy Ophiolite Complex, NW Iran
- RESEARCH
Ghasem Nabatian, Ao Songjian, Amin Beiranvand Pour, Farid Abdollahi, Jabar Habashi
Concatenating data-driven and reduced-physics models for smart production forecasting
- Research
Oscar Ikechukwu Okoronkwo Ogali, Oyinkepreye David Orodu
High-precision landslide susceptibility assessment based on the coupling of IHAOAVOA algorithm and BP neural network
- Research
Siyu Liang, Li Li, Yue Qiang, Xinlong Xu, Wenjun Yang, Tao Chen, Xinyi Tan, Xi Wang
Indispensable factors in landslide susceptibility modeling: the critical role of slope unit quantity-sensitivity
- RESEARCH
Rui Liu, Jialiang Han, Juncheng Gou, Kai Cao, Xin Pan, Decheng Wang
Improvement of temperature and humidity profile retrieval from brightness temperature data
- Research
Dan Zhang, Rui Chen
Enhancing the accuracy of groundwater level prediction at different scales using spatio-temporal graph convolutional model
- RESEARCH
Long Chen, Dezheng Zhang, Jianwei Xu, Zikun Zhou, Jianing Jin, Jing Luan, Aziguli Wulamu
TRIB crack dataset: automatic recognition system for road cracks detection
- Open Access
- Research
Dumitru Abrudan
A novel approach to analyzing the 3D slope of Mount St. Helens via soft computing techniques
- RESEARCH
Sumit Kumar, Divesh Ranjan Kumar, Manish Kumar, Warit Wipulanusat, Manop Kaewmoracharoen
A lightweight dual-layer convolutional model for wind power forecasting
- RESEARCH
Yongsheng Ye, Liu Liu, Yang Li, Xun Liu, Yanlong Xu, Yuchen Liu, Lili Li
Restoring technique to enhance the speed of Monte Carlo simulation-based slope reliability
- METHODOLOGY
Nhu Son Doan
Solid waste classification using deep neural network: A transfer learning approach
- Research
Parita Oza, Smita Agrawal, Mayank Kapadia, Omkar Raotole
Remote sensing-based monitoring of land use and cover dynamics in surface lignite mining regions: a supervised classification approach
- Research
Sofia Vlachogianni, Aikaterini Servou, Konstantinos Karalidis, Nikolaos Paraskevis, Maria Menegaki, Christos Roumpos
Prediction of the petroliferous area in WZ6-1 structure of Beibu Gulf Basin in the South China Sea based on PCA-SOM model
- Research
Zhilong Chen, Renyi Wang, Biao Xu, Jianghang Zhu
PSO-YOLO: a contextual feature enhancement method for small object detection in UAV aerial images
- REVIEW
Zhihong Zhao, Xinyue Liu, Peng He
Estimating relative uncertainty of geological 3D models with low density of input data in geologically complex regions
- Open Access
- Research
František Staněk, Jan Franěk, Jan Jelínek, Vladimír Žáček
Hybrid emotional neural networks and novel multi-model stacking algorithms for multi-lake water level fluctuation modeling
- Open Access
- RESEARCH
Gebre Gelete, Tagesse Gichamo, Tesfalem Abraham, Huseyin Gokcekus
Monitoring vegetation dynamics across land use types in Iran: spatiotemporal relationships with soil temperature and water volume
- Research
Sepideh Behroozeh, Asadollah Khoorani, Hadi Eskandari Damaneh, Jamal Jokar Arsanjani
Multispectral UAV-based LULC mapping performance improvement by integrating precise NDSM data and machine learning algorithms
- Open Access
- RESEARCH
Ilyas Aydin, Umut Gunes Sefercik
Machine learning-driven mineral identification using PRISMA hyperspectral data along the coastal regions of Southeast Tamil Nadu
- RESEARCH
S. Sudharsan, R. Hemalatha, Tejas N. V., Krisha Aarunee Sivakumar
Enhancing regional-scale Pb–Zn prospectivity mapping through data augmentation: Joint application of unsupervised random forests and convolutional neural network
- RESEARCH
Mohammad Hossein Aghahadi, Parham Pahlavani, Seyyed Ataollah Agha Seyyed Mirzabozorg, Mobin Saremi, Ardeshir Hezarkhani
Enhancing tin mineralization classification using balanced elastic net logistic regression
- REVIEW
Zakaria Endut, KU ESYRA HANI KU ISHAK, Mohammadnabi Kianpour, Nazila Adnan
S-Transformer: a new deep learning model enhanced by sequential transformer encoders for drought forecasting
- Open Access
- RESEARCH
Ali Danandeh Mehr, Amir A. Ghavifekr, Elman Ghazaei, Mir Jafar Sadegh Safari, Chang-Qing Ke, Vahid Nourani
Revealing hidden risks: advanced assessment of urban land subsidence
- RESEARCH
Yunfeng Zhang, Xueyang Hu, Zhiqiang Zhao, Shuai Gao, Minghui Lv, Chao Jia, Xiao Yang
Correction: Estimation of the elastic modulus of basaltic rocks using machine learning methods
- Correction
Nurgul Yesiloglu-Gultekin, Ayhan Dogan
Mobile and web-based application as a tool for flood data collection based on citizen science
- Research
Totok Sulistyo, Sari Bahagiarti Kusumayudha, Tedy Agung Cahyadi, Reza Adhi Fajar
DBA-YOLO: A Lightweight Fire DetectionAlgorithm with Structural Reparameterized Multiple Attention Mechanisms
- RESEARCH
Shiyu Guan, Xiao Zhao, Lifeng He
Impact of climate change on flood risk with urban resilience perspective using fuzzy logic model
- Open Access
- REVIEW
Ibrar Ullah, Gabor Kovacs, Tibor Lenner
Deformation patterns and failure mechanism of rock slopes with fault fracture zone induced by over-excavation
- Research
Bensheng Chen, Fei Gan, Gang Zheng, Haizuo Zhou, Hong Wang, Jing Bi, Hongwei Liu, Yansen Huang
Machine learning assessment of illegal mining (Galamsey) impacts on forest vegetation: a case study of Wassa Amenfi East District, Ghana
- RESEARCH
Clement Kwang, Ian Kofi Afele, Emmanuel Yeboah, Isaac Sarfo, Michael Batame, Abraham Okrah, Myint Myint Shwe, Williams Siaw, Dinah Boyetey, Richard Odoi Larbi, Augustine O. K. N. Mensah, Charafa El Rhadiouini, Ali Hasan Jaffry, Fareeha Siddique, Rukhshinda Aftab, Oznur Isinkaralar
A new benchmark for spatiotemporal fusion of Sentinel-2 and Sentinel-3 OLCI images
- Open Access
- Research
Meryeme Boumahdi, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martin
Segmentation of urban green space and water body based on high-resolution remote sensing images
- Research
Chen Yang, Ying Wei, Junwei Liu, Hao Yang, Zhoubang He, Jiaguang Li
Water quality classification framework for IoT-enabled aquaculture ponds using deep learning based flexible temporal network model
- RESEARCH
Peda Gopi Arepalli, K. Jairam Naik
DSSFT: Dual branch spectral-spatial feature fusion transformer network for hyperspectral image unmixing
- Research
Fazal Hadi, Ghulam Farooque, Yuantian Shao, Jingxiang Yang, Liang Xiao
CCWSIM: an efficient and fast wavelet-based CCSIM for categorical characterization of large-scale geological domains
- REVIEW
Mojtaba Bavandsavadkoohi, Erwan Gloaguen, Behzad Tokhmechi, Alireza Arab-Amiri, Bernard Giroux
Carbon effects of land use transitions: a process-mechanism-future perspective
- Research
Hongmei Hua, Xiaoyang Chen, Xuyang Zhang
Explainable earthquake magnitude prediction with hybrid modeling and spatio-temporal data for scalability
- Research
Rahul Singh, Bholanath Roy
Global optimization of magnetotelluric data via an improved gravitational search algorithm
- RESEARCH
Dewei Li, Xiangpeng Wang
Advanced machine learning techniques for enhanced landslide susceptibility mapping: Integrating geotechnical parameters in the case of Southwestern Cyprus
- Open Access
- RESEARCH
P. Tzampoglou, D. Loukidis, A. Anastasiades, P. Tsangaratos
Determining the abutment angle in longwall coal mining using NLMR, GEP and GEO techniques
- RESEARCH
Fariborz Matinpour, Abbas Majdi
IoT tank level measurement device for improving water distribution system operation
- RESEARCH
Maressa Brandão Ribeiro, Elis Gean Rocha, Igor Antônio de Paiva Brandão, Roberta Lima de Lucena, Dayse Luna Barbosa, Andréa Carla Lima Rodrigues
Orogenic gold mineral prospectivity mapping of the geraldton area, ontario: discussion of key issues
- Open Access
- RESEARCH
J. R. Harris, B. Lafrance, E. Grunsky, P. Behnia, M. Nagizedah, C. Lawley, M. Parsa
Knowledge graphs analysis for research on minerals in coal
- RESEARCH
Pengfei Li, Na Xu, Qingfeng Wang, Yuqing Wang, Fei Li, Wei Zhu, Qing Li
Swin-RSIC: remote sensing image classification using a modified swin transformer with explainability
- Research
Ansith S, Ananth A, Ebin Deni Raj, Kala S
Research on prediction method of reservoir key parameters using deep network architecture based on cross feature fusion with optimization mechanism
- RESEARCH
Fengcai Huo, XingLin Zhao, Hongli Dong, Weijian Ren, Qinjiang Sun
Progress in geothermal gas research in the last 50 years: a bibliometric review
- Review
Luyao Wang, Kai Liu, Li Wan, Shouchuan Zhang, Wuhui Jia, Junhan Guo, Tingxi Yu
Innovative drought monitoring: development and application of the multi-regional aggregated standardized drought index (MRASDI)
- RESEARCH
Asad Ellahi, Ibrahim A. Nafisah, Mohammed M. A. Almazah, Nafisa A. Abasheir, Ijaz Hussain, Muhammad Mubashar Dogar
Dominant processes influencing coastal berm dynamics in non-storm periods: a machine learning approach
- RESEARCH
Soheil Ataei, Mehdi Adjami, Saeid Gharechelou
Spatio-temporal analysis of a braided river system: a remote sensing based study in Beki and Subansiri rivers
- RESEARCH
Ranadeep Sarmah, Ranjit Das, Bajitborlang L. Chyne, Asish Saha
Fine-tuned BERT-BiLSTM-CRF approach for named entity recognition in geological disaster texts
- RESEARCH
Yange Li, Li Luo, XinRui Zeng, Zheng Han
Predicting water quality index using machine learning techniques: a case study of river Ganga in Haridwar, India
- RESEARCH
Sumita Lamba, Ishaan Dawar, Maanas Singal, Jabrinder Singh
Landslide hazard zonation using advanced machine learning algorithms based on statistical models (Case study: Sarvabad, Iran)
- RESEARCH
Himan Rastkhadiv, Baharak Motamedvaziri, Seyed Akbar Javadi, Hassan Ahmadi
Hybrid discrete wavelet transform approach with explainable artificial intelligence for accurate prediction of non-stationary longwall roof pressure data
- Research
Dashu Yin, Haoqian Chang, Xiangqian Wang, Huizong Li
Evaluating ecosystem services under various trajectories and land use/land cover changes in a densely populated area, Iran
- RESEARCH
Bahman Veisi Nabikandi, Farzin Shahbazi, Asim Biswas
Spatio-temporal evolution of traffic accident hotspots under road network constraints
- RESEARCH
Shimin Fang, Shuai Guo, Yuejian Gong, Zhanjun He, Baode Jiang
Integration of WebGIS and low-cost GNSS u-blox F9R into an android-based survey application for real-time monitoring
- RESEARCH
Mokhamad Nur Cahyadi, Hepi Hapsari Handayani, Agus Budi Rahardjo, Eko Nurmianto, Putra Maulida, Danar Guruh Pratomo, Lisnawita, Deni Kusumawardani, Leviana Orchid, Yanto Budisusanto, Udiana Wahyu Deviantari, Filsa Bioresita, Nafisatus Sania Irbah
Lithology identification method combining attribute generation group and generative adversarial network
- Research
Fengda Zhao, Hongjin Lv, Zhuoyi Zhao, Xianshan Li, Miaomiao Liu
Hyperspectral data classification using spline curve fitting and random forest classifier
- RESEARCH
Mehdi M. Molabashi, S. Abolfazl Hosseini, S. Ali Hosseiny
A short-term prediction approach for air quality based on Triple cross-attention and self-loop normalized Graph Attention Network
- RESEARCH
Chaoli Tang, Yi Hu, Yuanyuan Wei, Ziyu Wang, Zhiwei Zhao
Groundwater level prediction using deep learning-based recurrent neural network and numerical modeling: a comparative study
- RESEARCH
Ehsan Hafezifar, Mojtaba Shourian
EADCN-BCSR: A novel framework for accurate and real-time waste detection and classification
- RESEARCH
G. Jagadeesh, J. Vellingiri, M. Pounambal, K. ArivuSelvan, VMadhu Viswanatham, Celestine Iwendi
Transfer learning-based deep learning models for flood and erosion detection in coastal area of Algeria
- RESEARCH
Yacine Hasnaoui, Salah Eddine Tachi, Hamza Bouguerra, Zaher Mundher Yaseen
Person detection in thermal images using kurtosis based histogram enhancement and YOLOv8
- RESEARCH
Tirupathamma Mudavath, Vandana Niranjan
Convergence and final performances of optimization algorithms for rainfall- runoff model calibration based on the number of function calls
- Open Access
- RESEARCH
Zeynep Beril Ersoy, Okan Fistikoglu, Umut Okkan, Berkay Derin
Spatio-temporal response characteristics of flood embankment deformation during shield tunnel excavation
- RESEARCH
Qingxiong Zhao, Ping Cao, Jinshuo Liu, Hang Lin
Enhancing chlorophyll-a predictions using optimal machine learning models and field spectral reflectance
- RESEARCH
Mona Allam, Lifu Zhang, Xuejian Sun, Ozgur Kisi, Nand Lal Kushwaha, Liu Yongxin, Massimo Menenti, Salim Heddam
Dual-encoder model for typhoon path prediction with multiscale spatiotemporal data fusion
- Review
Shuxia Ren, Ruikun Zhong, Zewei Guo, Zining Zhang
Sequence-to-sequence and meta LSTM techniques enhanced by remote sensing for advanced evapotranspiration estimation
- Research
Sajjad Hashemi, Saeed Samadianfard, Amir Hossein Nazemi
STFF-UNet: a spatio-temporal feature fusion UNet model for short-term precipitation forecasting
- RESEARCH
Xianjun Du, Wenjing Lian, Yuxiang Hu
Improved generative adversarial network with bald eagle search optimization for missing data imputation
- RESEARCH
Xiwen Qin, Hongyu Shi, Xiaogang Dong, Siqi Zhang, Liping Yuan, Sijia Guo
Predicting groundwater levels in coastal aquifers using deep learning models: a comparative study of sedimentary and metamorphic aquifers in nova scotia
- RESEARCH
Saeideh Samani, Meysam Vadiati, Ozgur Kisi
A deep learning approach for reconstructing hourly surface air temperature in Qinghai for the period 2006-2015
- Open Access
- Research
Qiyuan Zhang, Xiaodan Zhang, Yongkun Zhang, Tong Zhao, Shaojie You, Wei Huo, Naihao Hu
MSAFNet: a multi-scale data fusion-based drought recognition method for three-dimensional images of the soybean plant
- RESEARCH
Wenkang Xu, Xiaodan Ma, Haiou Guan, Yan Meng, Xi Zhang
Magnetic properties of agricultural soils and their relationships with environmental factors in Jinghong, Yunnan, China
- RESEARCH
Meichen Wang, Haixia Li, Shiyu Li, Yudong Chen, Gangqiang Li
Scene point cloud classification based on stacked ensemble learning algorithm
- RESEARCH
Dong Wu, Weidong Yan, Jingli Wang
Geomorphological evolution of small watershed on the Chinese Loess Plateau based on slope shape spectra
- RESEARCH
Hongtao Jiang, Nan Chen, Chen Wang, Sijia Li, Mengyao Ou
A refined hybrid method for 3D quaternary geological modeling and its application in coastal deposits
- Open Access
- RESEARCH
Manqing Hou, Yabin Ye, Liang He, Baoji Han, Liwen Yang, Amin Luo
Ensemble machine learning approaches for estimating soil texture components in loess soils of Golestan Province
- RESEARCH
Soraya Bandak, Abdolhossein Boali, Soraya Yaghobi, Ruhollah Taghizadeh-Mehrjardi
Enhanced wildfire detection and semantic segmentation via fine-tuned deep learning models
- RESEARCH
Nguyen Hong Quang, Hanna Lee, Seunghyo Ahn, Gihong Kim
Multivariate Adaptive Regression Splines (MARS) analysis and complementary machine learning approaches in predicting earthquake-induced slope displacements
- Open Access
- RESEARCH
Alireza Eskandarinejad, David Arellano, Rouzbeh Nazari, Mohammad Reza Nikoo
Application of deep learning in magnetic spherule detection: a combined method of YOLOv8 and U-Net models
- SOFTWARE
Zehao Cui, Yonghong Wang
Mapping wildfire susceptibility in the tropical region of Brunei: a machine learning and explainable AI approach using google earth engine with remote sensing data
- RESEARCH
Rufai Yusuf Zakari, Owais Ahmed Malik, Ong Wee-Hong
Improving the hyperspectral image classification using convolutional neural networks and spectral-spatial information
- RESEARCH
Davood Akbari, Komeil Rokni, Ali Ashrafi
On hourly prediction of PM2.5 using spatial–temporal graph convolutional network
- RESEARCH
Zhenxing Ren, Xinxin Ji
Global to local: a novel encoder-decoder framework for urban real-time rainfall-runoff forecasting
- Research
Yuan Tian, Wenlong Fu, Yajing Dong, Qi Han, Qian Xiong, Ruonan Cui, Zhenyu Ao, Xinyu Lei
Estimating saltwater wedge length in sloping coastal aquifers using explainable machine learning models
- Open Access
- RESEARCH
Asaad M. Armanuos, Mohamed Kamel Elshaarawy
Multi-criteria polynomial neural networks for hydrological time series modeling
- Research
Danilo P. M. Souza, Gabriel E. Carlos, Eliane da S. Christo, Alfeu Dias Martinho, Leonardo Goliatt
Explainable machine learning-based land subsidence susceptibility mapping: from feature importance to individual model contributions in ensembled system
- Research
Bofan Yu, Huaixue Xing, Weiya Ge, Jiaxing Yan, Yun-an Li
Development of a computational deep learning model for detecting people in aerial images and videos degraded by compression artifacts
- Research
Fernando Rodrigues Trindade Ferreira, Loena Marins do Couto
A question-type guided and progressive self-attention network for remote sensing visual question answering
- Research
Jiangfan Feng, Hui Wang, Shaokang Dong
Cloud computing-based freshwater ice mapping using synthetic aperture radar imagery
- Research
Chayma Chaabani, Constanza Sofía Salvó, Saeid Homayouni, Karem Chokmani, Hannah M. Adebanjo
RDF-G*: An efficient RDF query answer engine based on graph model and star index
- RESEARCH
Shikang Fu, Fu Zhang
Analysis of slope instability factors: An application study of a novel interpretable ensemble model
- RESEARCH
Shunchuan Wu, Xiaolong Wang, Longqiang Han, Pengbin He, Jingqi Cui, Haokai Shen, Zhuoqing Li
Two-stage landslide satellite image recognition in the southeastern tibet region based on Cascade R-CNN and SAM2
- RESEARCH
Jian Zhang, Xiangyu Chen, Mingwei Yu, Yonggang Guo, Xiaohu Du
Urban land use allocation with hybrid linear programming – multi-objective ant colony algorithm
- RESEARCH
Ali Ramyar, Ali Soltani, Mohammad Ramyar, Hamed Najafi Kashkooli
Evolution of ensemble machine learning approaches in water resources management: a review
- REVIEW
Moein Tosan, Vahid Nourani, Ozgur Kisi, Mehdi Dastourani
Enhancing flood forecasting performance using effective and transparent explainable hybrid deep learning model
- Research
Mahmudul Hasan, Md. Fazle Rabbi, Md Amir Hamja, Kanij Fatema, Md Mahedi Hassan
A hybrid deep learning approach for accurate water body segmentation in satellite imagery
- Open Access
- RESEARCH
Mohammed Attya, O. M. Abo-Seida, H. M. Abdulkader, Amgad M. Mohammed
FGrS: a software for fast gravimetric ultra-high spherical harmonic synthesis
- Software
Mehdi Goli, Ismael Foroughi
Detection of changes in the heat emissions signature of buildings related to indoor activity using publicly available satellite data
- Open Access
- Research
Mario E. Suaza-Medina, Javier Lacasta, Francisco J. López-Pellicer, Béjar Rubén, F. Javier Zarazaga-Soria
An L1 norm regularization model for signal extraction from GNSS coordinate time series
- Research
Zhuofan Wang, Gang Chen, Hongwei Li, Jiawen Bian, Jiaqi Zhang
Heat extraction strategies in Hongjiang geothermal field insight from numerical simulation and artificial neural network
- Research
Junliang Sun, Kai Liu, Qingcheng He, Shouchuan Zhang, Luyao Wang, Tingxi Yu
Robust geometric estimation of the plate-fixed velocities from PPP solutions
- Open Access
- RESEARCH
Ali Hasan Dogan
Predicting the blast-induced ground vibration with support vector regression optimized by five swarm algorithms
- RESEARCH
Kai Rong, Xuan Xu, Haibo Wang, Jun Yang
Intelligent growth of holy basil: an iot-based hydroponics system empowered by the CRL-SHS Algorithm
- RESEARCH
T. Kumaragurubaran, Rahul Chiranjeevi V, Elangovan D, Deepak Kumar K
Deep multivariable spatial attention CNN-based spatial grid NWP error correction for accurate one-day-ahead photovoltaic power forecast
- RESEARCH
Mingliang Bai, Ruidong Wang, Chaojing Lin, Yunxiao Chen, Fuxiang Dong, Zhihao Zhou, Xusheng Yang, Jinfu Liu, Daren Yu
Application of machine learning model in shale TOC content prediction based on well log data: enhancing model interpretability by SHAP
- Research
Ruibin Chen, Xinyu Liu, Sandong Zhou, Weixin Zhang, Hang Liu, Detian Yan, Hua Wang
