Ausgabe 1/2025
Inhalt (179 Artikel)
Predicting PM2.5 levels over Indian metropolitan cities using Recurrent Neural Networks
- Research
Amitabha Govande, Raju Attada, Krishna Kumar Shukla
Fast fusion-based underwater image enhancement with adaptive color correction and contrast enhancement
- Research
Xinzhe Yao, Xiuman Liang, Haifeng Yu, Zhendong Liu
Mapping flood inundation in Baro Akobo Basin, Itang area, Ethiopia: integrating machine learning and process-based models
- Research
Yonata Belina, Asfaw Kebede, Muthoni Masinde
Deep learning approaches for short-crop reference evapotranspiration estimation: a case study in Southeastern Australia
- Research
Uaktho Baishnab, Md. Sahadat Hossen Sajib, Ashraful Islam, Shangida Akter, Atik Hasan, Tonmoy Roy, Pobithra Das
Developing long short-term memory combined with numerical first order differential optimization and clockwork recurrent neural network to predict suspended sediment load
- Research
Milad Sharafi, Sadra Shadkani, Amirreza Pak, Alireza Motadayen, Saeed Samadianfard, Egemen Aras, Vahid Nourani
Application of machine learning and deep learning for predicting groundwater levels in the West Coast Aquifer System, South Africa
- Open Access
- Review
Ndubuisi Igwebuike, Moyinoluwa Ajayi, Chukwuma Okolie, Thokozani Kanyerere, Todd Halihan
An assessment of training data for agricultural land cover classification: a case study of Bafra, Türkiye
- Research
Mustafa Ustuner, Fatih Fehmi Simsek
Analysis of data cleansing methods for improving meteorological data quality: a case study
- Research
Md Geaur Rahman, Md Akram Hossain Khan
Global monthly sea surface temperature forecasting using the SARIMA, LSTM, and GRU models
- Research
Mehmet Bilgili, Engin Pinar, Tahir Durhasan
Enhanced prediction of copper-polymetallic deposits in the Kalatag mining district using integrated SVM and GIS technology
- Research
Wei Xi, YuanYe Ping, JinTao Tao, XiaoYan Ye, MingRui Fu, YaWen Zhang, MiaoMiao Xie
Estimation of flow resistance in natural rivers based on deep forest
- Research
Runyi Yang, Yang Peng, Hongwu Zhang, Chenyang Ji
Data mining techniques for LULC analysis using sparse labels and multisource data integration for the hilly terrain of Nilgiris district, Tamil Nadu, India
- Research
Ramalingam Kumaraperumal, Moorthi Nivas Raj, Sellaperumal Pazhanivelan, M. Jagadesh, Duraisamy Selvi, Dhanaraju Muthumanickam, Ramasamy Jagadeeswaran, A. Karthikkumar, S. Kamalesh Kanna
Siamese-LSTM: A predictive model for predicting green space of a location through historical image analysis
- Research
Maliha Zerin, Alisha Kabir, M N Alam Siddiqui, Tasmiah Tamzid Anannya
Assessment of soil classification using soft computing approaches for Erenler (Afyonkarahisar) region
- Research
Sami Serkan İşoğlu, Ahmet Yıldız, Mahmut Mutlutürk, Enes Cengiz
Improving the modeling of bathymetry in the Persian Gulf and the Oman Sea using data assimilation of geodetic observation data
- REVIEW
Mohammad Ali Mohammad, Iraj Jazireeyan, Mahmoud Pirooznia
Deep learning in the advanced core sample porosity determination with XCT image
- Open Access
- RESEARCH
Hung-Yu Wu, Ching-Li Kuo, Chen-Yi Lin, Wei-Ta Chu
Regional monthly rainfall prediction based on CEEMDAN-SSA-BiLSTM coupled modeling
- Research
Xianqi Zhang, He Ren, Jiawen Liu, Yike Liu, Kaiwei Yan
A temporal perspective on the reliability of wildfire hazard assessment based on machine learning and remote sensing data
- Research
Zakaria Matougui, Mohamed Zouidi
Spatial prediction of flood susceptible areas using machine learning methods in the Siahkhor Watershed of Kermanshah province
- RESEARCH
Ali Kiani, Baharak Motamedvaziri, Mohammad Reza Khaleghi, Hassan Ahmadi
Using deep learning algorithms for built-up area extraction from high-resolution GÖKTÜRK-1 satellite imagery
- RESEARCH
Duygu ARIKAN İSPİR, Ferruh YILDIZ
GNSS-A observation model with attached oceanic slowness gradient
- RESEARCH
Kaiming Wang, Shuqiang Xue, Zhen Xiao, Shuang Zhao, Jixing Zhu
Protecting location privacy: An approach with error-based transformation and mercator projection-based transformation for geospatial vector data
- Research
Anagha Aher, Sangita Chaudhari
Flash flood susceptibility modeling using optimized deep learning method in the Uttarakhand Himalayas
- Research
Mohd Rihan, Javed Mallick, Intejar Ansari, Md Rejaul Islam, Hoang Thi Hang, Shahfahad, Atiqur Rahman
Comparison of multiple methods for identifying water sources of mine water inrush and quantitative analysis of mixed water sources based on isotope theory
- METHODOLOGY
Bo Li, Xin Xiang, Qiang Wu, Jiong Wang, Yifan Zeng, Tao Li
How does dimensionality influence outlier detection effectiveness in multivariate geochemical data? insights from LOF and IF methods
- Research
Shahed Shahrestani, Ioan Sanislav
Risk assessment of water inrush in deep-buried karst tunnel with rich water based on combined weighting method
- RESEARCH
Xin Zhang, Yunda Lin, Zongyuan Pan, Xiaozhen Jiang
Predicting river sediment deposition using machine learning and InVEST-SDR modeling- A hydro electric perspective
- Research
Aryan Tyagi, Sagar Tomar, Kishor S. Kulkarni, Shilpa Sharma, Alisha Raut, Sumit Malwal
High-accuracy slope stability analysis using data-driven and attention-based deep learning model
- RESEARCH
Yangli Zhou, Haiying Fu, Mingzhe Zhou, Yanyan Zhao, Jihuan Chen
A singular spectrum analysis-enhanced BiTCN-selfattention model for runoff prediction
- RESEARCH
Wen-chuan Wang, Feng-rui Ye, Yi-yang Wang, Miao Gu
Hybrid model for air quality prediction based on LSTM with random search and Bayesian optimization techniques
- Research
Varsha Kushwah, Pragati Agrawal
Probabilistic analysis of the bearing capacity of spatially random Hoek‒Brown rock masses by integrating finite element limit analysis, random field theory, and XGBoost models
- RESEARCH
Thanachon Promwichai, Duy Tan Tran, Thanh Son Nguyen, Suraparb Keawsawasvong, Pitthaya Jamsawang
Lake depth inversion based on UAV and Sentinel-2 data
- Research
Ying Liu, Zhixiong Wang, Xiaomei Kou, Yongxiang Cao, Hui Yue
Detection of flood-affected areas using multitemporal remote sensing data: a machine learning approach
- Research
Robert Kurniawan, Imam Sujono, Wahyu Caesarendra, Bahrul Ilmi Nasution, Prana Ugiana Gio
Multidimensional spatiotemporal autocorrelation analysis theory based on Multi-observation spatiotemporal Moran’s I and its application in resource allocation
- Research
Ce Zhang, Wangyong Lv, Gang Liu, Yufan Wang
A domain-decomposition-based parallel approach for 3D geological modeling using radial basis functions interpolation on GPUs
- RESEARCH
Hong Li, Huizhu Ni, Jinming Fu, Bo Wan, Deping Chu, Fang Fang, Run Wang, Guoxi Ma, Xin Zhou
Variational mode decomposition coupled LSTM with encoder-decoder framework: an efficient method for daily streamflow forecasting
- Research
Jiadong Liu, Teng Xu, Chunhui Lu, Jie Yang, Yifan Xie
Sparrow search algorithm optimized LSTM model for CSI-based indoor localization
- RESEARCH
Yan Wang, Yuqing Zhou
A novel image fusion-based post classification framework for agricultural variations detection using Sentinel-1 and Sentinel-2 data
- RESEARCH
Narayan Vyas, Sartajvir Singh, Ganesh Kumar Sethi
A multi-scale attention encoding and dynamic decoding network designed for short-term precipitation forecasting
- Research
Xianjun Du, Hangfei Guo
Exploring uncertainty analysis in GIS-based Landslide susceptibility mapping models using machine learning in the Darjeeling Himalayas
- RESEARCH
Sumon Dey, Swarup Das, Abhik Saha
Large-scale subpixel mapping of impervious surface in Yellow River Delta High-efficiency Ecological Economic Zone: An artificial intelligence approach
- Research
Jiantao Liu, Can Zhang, Quanlong Feng, Gaofei Yin, Yan Zhang
Analysing spatial distribution and variability of vadose zone moisture in different subsidence areas using 3D empirical Bayesian kriging and pixel-by-pixel methods
- RESEARCH
Shuyu Liu, Lu Bai, Kai Zhang, Xuying Tan, Xiaobo Zhang
Groundwater modelling and GIS-based vulnerability mapping coupled with evolutionary metaheuristic optimization in the eastern coast of Saudi Arabia
- Research
Sani I. Abba, Mohammed Benaafi, A. G. Usman, Dilber Uzun Ozsahin, Bassam Tawabini, Isam H. Aljundi
Evaluating P-Wave detection algorithms for earthquake early warning: insights from GeoNet data in Canterbury, Aotearoa New Zealand
- Research
Chanthujan Chandrakumar, Marion Lara Tan, Caroline Holden, Max T. Stephens, Raj Prasanna
Routing land use changes using the landscape ecology approach in Isfahan city, central Iran
- Research
Mahin Saedpanah, Bubak Souri
Pixel interlacing network: a novel approach for multiclass and subcategories land cover change detection
- Research
Rashmi Bhattad, Vibha Patel, Usha Patel, Samir Patel
Porosity prediction using bagging ensemble machine learning in CCUS reservoirs. A case study: Darling Basin, Australia
- RESEARCH
Kushan Sandunil, Ziad Bennour, Saaveethya Sivakumar, Hisham Ben Mahmud, Ausama Giwelli
Enhancing sediment load predictions: a comparative analysis of local and global fuzzy cerebellar model articulation controller (FCMAC)
- Research
Negin Behnia, Mehdi Hayatzadeh, Mahin Fooladi Doghozlo
Superposed epoch analysis of GPS ionospheric TEC and scintillations over low latitude Indian region during multiple geomagnetic storm events
- METHODOLOGY
G. Venkata Ramana, M. Sridhar, T. Venkateswara Rao, D. Venkata Ratnam
Unveiling the research landscape of planetscope data in addressing earth-environmental issues: a bibliometric analysis
- Open Access
- Research
Binh Pham-Duc, Ho Nguyen, Hau Nguyen-Quoc
FarZone4IT: A MatLab-based software for the calculation of far-zone effects for spherical integral transformations
- Research
Martin Pitoňák, Petr Trnka, Jiří Belinger, Michal Šprlák
Segmentation of crack disaster images based on feature extraction enhancement and multi-scale fusion
- Research
Letian Wang, Gengkun Wu, Akpedje Ingrid Hermilda C F Tossou, Zengwei Liang, Jie Xu
Climate-vegetation intersection in determining the burn rate in an area of the Brazilian Cerrado
- RESEARCH
Jonathan da Rocha Miranda, Ronie Silva Juvanhol, Rosane Gomes da Silva, Marcilene Soares do Nascimento, Juliana Fernandes da Silva
Changes in remotely sensed Forel-Ule Index for the coastal seas of Japan, 2013–2023
- Research
Linye Zhu, Xiaoyi Jiang, Longfei Zhao, Hui Qu, Wenbin Sun, Haibo Ban
PyGeoRS: a QGIS plugin for automating landsat data processing in environmental mapping
- Software
Anass Marzouki, Abdallah Dridri
The effect of mineralogical, mechanical, physical, and dynamic properties on rock brittleness using statistical and soft computing methods
- RESEARCH
Cairui Xu, Xinyu Zhang, Jiuhong Yu, Kang Hou, Ahmad Rastegarnia, Sajjad Gholipour
Undrained stability of wide rectangular subsea tunnels using finite element limit analysis and multivariate adaptive regression splines
- Research
Amir Hossein Shafiee, Amir Reza Neamani, Alireza Eskandarinejad, Rahil Hosseini, Ali Gholami
DPMFformer: an underwater image enhancement network based on deep pooling and multi-scale fusion transformer
- Research
Dan Xiang, Wenlei Yang, Zebin Zhou, Jinwen Zhang, Jianxin Li, Jian Ouyang, Jing Ling
Earthquake-induced building damage detection using the fusion of optical and radar data in intelligent systems
- Research
Mahdieh Ghahrloo, Mehdi Mokhtarzade
Assessment of frost heave in coarse-grained soil: a novel application of multi-strategy enhanced dung beetle-optimized KELM model
- RESEARCH
Mingwei Hai, Miao Wang, Bin Zhou, Qi Zhang
Geospatial urban heat mapping with interpretable machine learning and deep learning: a case study in Hue City, Vietnam
- Research
Nhat-Duc Hoang, Phu Anh Huy Pham, Thanh Canh Huynh, Minh-Tu Cao, Dieu-Tien Bui
Integrating an interpolation technique and AI models using Bayesian model averaging to enhance groundwater level monitoring
- Research
Nan Wang, Zhixian Wang
Prediction of petrophysical static rock type through nonlinear dimensionality reduction and mutual information
- Research
Haitao Tian, Lei Huang, Ke Zhang
Depth estimation from multispectral satellite imagery: a comparison of conventional and machine learning-based approaches- case study: Kish Island, Persian Gulf
- Research
Keivan Kabiri, Mohammad Hossein Kazeminezhad
Hyperspectral image classification with embedded linear vision transformer
- RESEARCH
Yunfei Tan, Ming Li, Longfa Yuan, Chaoshan Shi, Yonghang Luo, Guihao Wen
Acoustic impedance prediction using an attention-based dual-branch double-inversion network
- Methodology
Wen Feng, Yingtian Liu, Yong Li, Huating Li, Xiaowen Wang
Research on flood peak prediction in the three gorges region based on similarity search with multisource information fusion
- RESEARCH
Xiaopeng Wang, Jie Zhao, Fanwei Meng, Biqiong Wu, Hui Cao, Hongpeng Hua, Yuan Yao
Urban flood risk assessment using fuzzy logic and real-time flood simulation model – a geomatics techniques
- RESEARCH
Kalidhas Muthu, Sivakumar Ramamoorthy
AI-driven environmental monitoring for hydroponic agriculture: ExCNN-LFCP approach
- RESEARCH
S. Senthil Pandi, A. K. Reshmy, D. Elangovan, J. Vellingiri
Evaluation of spatial distribution and temporal trend of nitrogen dioxide () pollution using Sentinel-5P satellite imagery over Afghanistan based on Google Earth Engine
- RESEARCH
Mohammad Jawed Nabizada, Iman Rousta, Ahmed Elzein, Haraldur Olafsson
Comparison of kriging methods in rainfall estimation based on entropy-copula (case study: Simineh river, lake Urmia Basin, Iran)
- Research
Seyed Mostafa Tabatabaei, Mehdi Dastourani, Saeid Eslamian, Mohammad Nazeri Tahroudi
Enhanced hyperspectral image analysis via 2D-3D CNN fusion and hybrid moth-flame optimization for optimal band selection in remote sensing
- Research
Sangeetha V, Agilandeeswari L
Modified MobileNet with leaky ReLU and LSTM with balancing technique to classify the soil types
- Research
Kamini G. Panchbhai, Madhusudan G. Lanjewar, Aditi Venkatesh Naik
Development of deep learning approaches for drought forecasting: a comparative study in a cold and semi-arid region
- RESEARCH
Amin Gharehbaghi, Redvan Ghasemlounia, Babak Vaheddoost, Farshad Ahmadi
Domain-informed multi-step wind speed forecasting: evaluating extreme wind conditions and seasonal variations
- Research
Nandha Kishore S R, Subhojit Mandal, Mainak Thakur
Flood bend flow prediction in intermittent river reach using a 2D hydraulic model and stacking-ensemble-based LSTM technique
- RESEARCH
Wen-Dar Guo, Wei-Bo Chen, Chih-Hsin Chang
Enhancing breakout identification in geomechanical modeling: using fullset logs with machine learning in carbonate reservoirs
- Research
Mohammad Ali Davari, Mohsen Ezati, Farshad Jafarizadeh, Mohammadhossein Motamedi
Remote sensing-based structural and lithological mapping for prospecting polymetallic mineralization at Xiaoshan region, China
- Research
Mubashir Hussain, Hai Li, Ahmed Magdy Beshr, Farhad Ali Memon
An eigenvalue decomposition-based Gabor network for polarimetric synthetic aperture radar image classification
- Research
Maryam Imani, Samsung Lim
A knowledge-driven modeling formalism for automatic structural interpretation
- Methodology
Imadeddine Laouici, Gautier Laurent, Christelle Loiselet, Yannick Branquet
Prediction of the height of water-conducting fracture zone using the FA-ALO-SVR model
- RESEARCH
Yaoshan Bi, Shuhao Shen, Jiwen Wu, Dong Li
Construction of a predictive model of shovel productivity applying machine learning algorithms
- Research
Victor Juarez Racchumi, Jimmy Aurelio Rosales Huamani, Jose Luis Castillo Sequera
Accuracy and interpretability of machine learning-based approaches for daily ETo estimation under semi-arid climate in the West African Sahel
- REVIEW
Roland Yonaba, Arsène Kiema, Fowé Tazen, Axel Belemtougri, Mansourou Cissé, Lawani Adjadi Mounirou, Ansoumana Bodian, Mahamadou Koïta, Harouna Karambiri
Optimizing support vector machines for enhanced permeability prediction in sandstone reservoirs using systematic and heuristic hyperparameter tuning
- RESEARCH
Jar Ullah, Huan Li, Rifaat M. Abdalla, Muhammad Asad, Amos P. K. Tai, Asim Falaknaz
Modelling radium equivalent activity from 226Ra, 232Th, and 40K series of recycled waste materials: Analytical and artificial intelligence approaches
- Research
Solomon Oyebisi, Mahaad Issa Shammas, P. Jagadesh, Hilary Owamah, Miracle Olanrewaju Oyewola
Assessing the impact of digital elevation model resolution on hypsometric analysis in large river Basins (India): a non-parametric statistical approach
- Research
Srija Roy, Md Galal Uddin, Kamal Abdelrahman, Mohammed S. Fnais, Mohamed Abioui
Leveraging machine learning for precision prediction of geomechanical properties of granitic rocks: a comparative analysis of MLR, ANN, and ANFIS models
- Research
Samad Narimani, Balázs Vásárhelyi
Comparative analysis of machine learning and deep learning methods for coastal erosion susceptibility mapping
- RESEARCH
Tran Van Phong, Phan Trong Trinh, Bui Nhi Thanh, Le Van Hiep, Binh Thai Pham
Improved model development and feature ranking for rock permeability prediction by coupling petrophysical log data and ensemble machine learning techniques
- Research
Mohammad Islam Miah, Mohammed Adnan Noor Abir, Md. Ashiqul Islam Shuvo
FloPy for optimizing the structure of hydraulic-driven groundwater circulation wells
- Methodology
Zhang Fang, Zhiguo Liu, Guowen Wang, Muhammad Sadam
Classification forecasting research of rock burst intensity based on the BO-XGBoost-Cloud model
- RESEARCH
Haiping Yuan, Shuaijie Ji, Hengzhe Li, Chuanqi Zhu, Yangyao Zou, Bin Ni, Ziang Gu
Modelling of GNSS station position time series using deep learning approaches
- Research
Merve Şimşek, Murat Taşkıran, Uğur Doğan
Machine learning and deep learning approaches for PM2.5 prediction: a study on urban air quality in Jaipur, India
- RESEARCH
Saurabh Singh, Gourav Suthar
Seismic inversion based on principal component analysis and probabilistic neural network for prediction of porosity from post-stack seismic data
- REVIEW
Nitin Verma, Ravi kant, S. P. Maurya, Brijesh kumar, A. P. Singh, G. Hema, Raghav Singh, K. H. Singh, Piyush Sarkar
Evaluating the impacts of climate change on soil loss using the CMIP6 model and RUSLE in the Muger watershed, Ethiopia
- Research
Kiyya Tesfa Tullu, Bekan Chelkeba Tumsa
A fidelity evaluation model for watermarked vector maps based on improved fuzzy comprehensive evaluation and random forest
- Methodology
Xu Xi, Huimin Tian, Jinglong Du, Mingkang Wu, Rui Huang
A Data-driven approach with reanalysis and geospatial data for chloride deposition prediction
- Research
Thiago Brandenburg, Gustavo A. Fischer, Fabiano Miranda, José Francisco Silva Filho, Rafael Stubs Parpinelli
Landsat 8 and ASTER remote sensing data for ore prospecting in the postmasburg manganese ore field, South Africa
- Research
Dayong Yang, Haoxiang Shao, Honglun Chang, Rongxia Zhang, Benzhe Ding
A regional-scale distribution changes and influencing factors of glacial lakes in Xizang autonomous region
- Research
Zhoufeng Wang, Wei Liu, Bo Zheng, Xinggang Ma, Longjie Zhu
Basement characteristics of Wan’an Basin in southwestern South China sea based on temporal and spatial evolution
- Research
Xiangdong Liao, Yanqiu Shi, Gecheng Liu
Remote sensing image change detection based on swin transformer and cross-attention mechanism
- Research
Weidong Yan, Li Cao, Pei Yan, Chaosheng Zhu, Mengtian Wang
Application of machine learning techniques for wetland type mapping in the Numto Nature Park (Western Siberia)
- Research
Mikhail Moskovchenko
Optimized ANN-based surrogate models for evaluating the stability of trapdoors in Hoek‒Brown rock masses
- Research
Kongtawan Sangjinda, Suraparb Keawsawasvong, Pitthaya Jamsawang, Angsumalin Senjuntichai, Teerapong Senjuntichai
Machine learning and hyperspectral imaging to predict soil water content: methodology and field validation
- Research
Hwan-Hui Lim, Enok Cheon, Seung-Rae Lee
Long-term shoreline dynamics of South Kerala Coast using satellite images
- Research
Shanmuga Priyaa S., Rajkumar J., Basanta Kumar Jena
Enhancing landslide susceptibility mapping through advanced hybridization of bootstrap aggregating based decision tree algorithms
- RESEARCH
Ronak Moradmand, Hassan Ahmadi, Abolfazl Moeini, Baharak Motamedvaziri, Ali Akbar Nazari Samani
Spatio-temporal long short-term memory neural network with seasonal-trend decomposition for ambient air pollutant forecasting
- RESEARCH
Rui Zhang, Norhashidah Awang, Jing Feng, Xia Ma
Hierarchical intelligent lithology recognition for thin section images using enhanced DenseNet
- RESEARCH
Ying Zhang, Xialin Zhang, Zhanglin Li, Xiang Li, Zhenjiang Wang
GNSS2TWS_Slepian: A software to recover GNSS-inverted terrestrial water storage changes based on Slepian basis functions
- SOFTWARE
Zhongshan Jiang, Miao Tang, Haiping Wen, Linguo Yuan, Manjun Chang
DAPNet++: density adaptive PointNet + + for airborne laser scanning data
- Research
Zeynep Akbulut, Fevzi Karsli
National flood susceptibility mapping in Saudi Arabia
- Research
Bosy A. El-Haddad, Ahmed M. Youssef, Ali M. Mahdi, Zeinab Karimi, Hamid Reza Pourghasemi
Automatic identification method for subaqueous gravity flow facies in core images using convolutional neural networks
- RESEARCH
Weiyi Lv, Kai Xu, Chonglong Wu, Chunfang Kong, Guanglong Zhou, Chengyang Xu, Mingkun Yang
A stacking ensemble machine learning model for improving monthly runoff prediction
- Research
Wen-chuan Wang, Miao Gu, Zong Li, Yang-hao Hong, Hong-fei Zang, Dong-mei Xu
Prediction of water levels in large reservoirs base on optimization of deep learning algorithms
- Research
Haoran Li, Lili Zhang, Yunsheng Yao, Yaowen Zhang
Evaluating the efficiency and accuracy of the copula-based rainfall-runoff model
- Research
Mohammad Nazeri Tahroudi, Rasoul Mirabbasi
A hybrid univariate data preprocessing using overlapping flexible sliding window and DWT for rainfall prediction using deep learning ensemble techniques
- RESEARCH
Mansur Mohammed, Rahib H Abiyev, Zubaida Said Ameen, Auwalu Saleh Mubarak
Detection of multivariate geochemical anomalies using machine learning (ML) algorithms in Dehaq Pb-Zn mineralization, Sanandaj-Sirjan zone, Isfahan, Iran
- Research
Poorya Amirajlo, Hossein Hassani, Amin Beiranvand Pour, Narges Habibkhah
Recurrent-spectral convolutional neural networks (RecSpecCNN) architecture for hyperspectral lithological classification optimization
- Research
Soufiane Hajaj, Abderrazak El Harti, Amin Beiranvand Pour, Younes Khandouch, Naima Benaouiss, Mazlan Hashim, Jabar Habashi, Alireza Almasi
Radioactive assessments of concrete modified with recycled waste materials
- Research
Solomon Oyebisi, Mahaad Issa Shammas, Oluwatoyin Ayeni, Hamis Samaila
Modeling sediment flow analysis for hydro-electric projects using deep neural networks
- Research
Sagar Tomar, Asheesh Sharma, Aabha Sargaonkar, Sumit Malwal, Shrey Gupta, Kishor S. Kulkarni, Rajesh Biniwale
Dual-domain prior unfolding network for remote sensing image super-resolution
- Research
Jing Dong, Guifu Hu, Jie Zhang, Xiaoqing Luo
TDPM-CNN: a comprehensive daytime and nighttime PM2.5 estimation method using multi-kernel convolutional neural networks
- Research
Chih Chun Chang, Velliangiri Sarveshwaran, Karthikeyan P, Pao-Ann Hsiung
A novel predictive analysis approach for forecasting and classifying surface water data using AWQI standards and machine learning-based rule induction
- METHODOLOGY
Kaleeswari Chinnakkaruppan, Kuppusamy Krishnamoorthy, Senthilrajan Agniraj
Upper limit analysis for seismic sliding stability of double-sided limited narrow slope retaining wall
- RESEARCH
Zeyue Wang, Hang Lin, Yanhui Cheng
GEOT-IDF equations: an R-based tool for intense rainfall studies
- RESEARCH
Fagner França da Costa, Iana Alexandra Alves Rufino, Ricardo de Aragão, Marco Aurélio Holanda de Castro, Rivaildo da Silva Ramos Filho
Post-seismic structural assessment: advanced crack detection through complex feature extraction using pre-trained deep learning and machine learning integration
- RESEARCH
Hatice Catal Reis, Veysel Turk, Mustafa Ustuner, Cagla Melisa Kaya Yildiz, Ramazan Tatli
Climate predictors in Indian summer monsoon forecasting: a novel De-correlated RVFL ensemble strategy
- RESEARCH
Yajnaseni Dash, Ajith Abraham, Naween Kumar, Dileep Kumar Yadav, Neha Singhal
PAR-YOLO: a precise and real-time YOLO water surface garbage detection model
- Research
Ning Li, Mingliang Wang, He Huang, Bo Li, Baohua Yuan, Shoukun Xu
Projection of groundwater level fluctuations using deep learning and dynamic system response models in a drought affected area
- Research
Dilip Kumar Roy, Chitra Rani Paul, Md. Panjarul Haque, Bithin Datta
Reservoir characterization using simultaneous inversion of pre-stack seismic data based on traditional conjugate gradient methods and particle swarm optimization: A comparative case study
- RESEARCH
Brijesh Kumar, Ravi Kant, S. P. Maurya, A. P. Singh, G. Hema, Raghav Singh, Piyush Sarkar, K. H. Singh, S. K. Sharma
Analysis and classification of seismic signals based on wavelet packet tree structures and self-organizing feature map
- Research
T. Jayasree, N. Malini
Comparison of LSTM and SVM methods through wavelet decomposition in drought forecasting
- Research
Türker Tuğrul, Mehmet Ali Hınıs, Sertaç Oruç
Short term wind speed prediction based on CEESMDAN and improved seagull optimization kernel extreme learning machine
- RESEARCH
Xiwen Qin, Liping Yuan, Xiaogang Dong, Siqi Zhang, Hongyu Shi
Spatial distribution characteristics in water yield property of middle Jurassic sandstone aquifers using nonlinear combination method
- RESEARCH
Jingzhong Zhu, Yuguang Zhang, Wenping Li, Qiqing Wang, Zhigang Ma, Xiaoqin Li
Mapping groundwater dependent ecosystems in a semi-arid environment: a case study from the Nigerian Sudan Savannah
- Research
Michael Timilehin Olanrewaju, Olabanji Odunayo Aladejana
Influences of the Ground Control Point (GCP) configuration on the UAV-derived Structure from Motion (SfM) in the coastal environment
- RESEARCH
M. Luppichini, M. Paterni, A. Berton, N. Casarosa, M. Bini
Predictive modeling of reservoir geomechanical parameters through computational intelligence approach, integrating core and well logging data
- RESEARCH
Sayed Muhammad Iqbal, Jianmin Li, Junxiu Ma, Dawei Hu, Shuang Tian, Hui Zhou, Litao Shang
Bathymetric estimation of mumbai coast using landsat OLI imagery and machine learning models
- Research
Hanisha Mamidisetti, Ritesh Vijay
Machine learning methods for wildfire risk assessment
- Review
Carlos Brys, David Luis La Red Martínez, Marcelo Marinelli
A hybrid physics-based method for estimating land surface temperature using radiative transfer simulations and machine learning model from Sentinel-3A SLSTR observations
- Methodology
Jalpesh A. Dave, Vedant Pandya, Frank-M. Goettsche, Hasmukh K. Varchand, Parthkumar N. Parmar, Dhruv D. Desai, Disha B. Kardani, Dhiraj B. Shah, Ashwin Gujrati, Vishal N. Pathak, Himanshu J. Trivedi, Mehul R. Pandya
Rapid automatic detection of collapsed buildings with single period LiDAR data after an earthquake
- Open Access
- RESEARCH
Ömer Canözü, Hayrettin Acar
Spatiotemporal dynamics of vegetation cover: integrative machine learning analysis of multispectral imagery and environmental predictors
- Research
Shoaib Ahmad Anees, Kaleem Mehmood, Waseem Razzaq Khan, Fahad Shahzad, Mohamed Zhran, Rashid Ayub, Abdullah A. Alarfaj, Sulaiman Ali Alharbi, Qijing Liu
Deep learning based denoising and enhancement of satellite images using DA-CNN and ORHE techniques
- RESEARCH
V Rajesh, P Sivakumar
Analysis of spatial distribution of precipitation using hydrological modeling of watersheds (Case Study: Dez Dam Watershed)
- RESEARCH
Ali Gorjizade, Ali Shahbazi
Ship detection based on variety of YOLO using multi temporal and polarization SAR images
- Research
Noorlaila Hayati, Safira Naurin Qolbi, I Ketut Aria Pria Utama, Teguh Putranto, Dendy Satrio, Mokhamad Nur Cahyadi
An efficient IoT-based crop yield prediction framework using optimal ensemble learning and hybridized optimization model
- RESEARCH
K. Shankar, M. Moorthi
Transitional shale reservoir quality evaluation based on Random Forest algorithm—a case study of the Shanxi Formation, eastern Ordos Basin, China
- Research
Wanli Gao, Qin Zhang, Jingtao Zhao, Wen Liu, Weiliang Kong, Guangyin Cai, Tianquan Qu, Hongjie Peng, Wenyu Li, Yugang Yang, Yingfang Zhou, Zhen Qiu
Angstrom-Prescott, Artificial and Convolutional neural network radiation models over North India
- RESEARCH
A. K. Singh, S. K. Singh, P. Srivastava, A. Jain
DroughtStats: A comprehensive software for drought monitoring and analysis
- Open Access
- SOFTWARE
Tolga Barış Terzi, Bihrat Önöz
Assessment of forest cover dynamics for the detection of deforestation in the Hindu Kush Himalayan region using geospatial and machine learning approaches
- RESEARCH
Laxmi Gupta, Jagabandhu Dixit, Prem Chandra Pandey, Manish Pandey
Enhanced selective hyper chaotic encryption using deep neural network for hyperspectral images
- Research
Minal Bodke, Sangita Chaudhari
Has climate change affected the fire regimes in semi-arid areas of northeastern Iran?
- RESEARCH
Saeedeh Eskandari, Fatemeh Ahmadloo, Pedro Lago-González
Efficient ozone concentration trend prediction using ANN and K-means clustering
- Research
Junbum Park
An improved support vector machine model for groundwater level prediction: a case study
- Research
Sujeet Kumar Sahoo, Deba Prakash Satapathy
Impact of different spatial resolutions of four types of optical satellite data on the applicability and extraction rate of a mudslide scar estimation method based on differential NDVI analysis
- RESEARCH
Akita Hiromi, Habura Borjigin, Taguchi Hitoshi
A comparative study for predicting lake evaporation at chah nimeh reservoirs in Iran: employing the ADiPLS-LSTM model with an attention mechanism
- RESEARCH
Yusef Kheyruri, Ahmad Sharafati, Seyed Hossein Mohajeri, Asaad Shakir Hameed, Mojtaba Mehraein
Short-term coalbed methane concentration prediction and early warning based on the STL-ENN-GRU hybrid model
- Research
Kangle Li, Lin Jiang, Yan Zhang, Mei Wang, Yuancheng Li, Kun Yang
A novel analytical framework to identify and classify accident hotspots integrating gradient classifier and spatial clustering
- RESEARCH
Nidhi Singh, Manoj Kumar
Subsurface structural mapping a tool in understanding the Geodynamics of Mineralization within the North-Central Precambrian Basement of Nigeria, using aeromagnetic dataset
- RESEARCH
Ayatu Ojonugwa Usman, Joseph Sunday Nomeh, Ema Michael Abraham
Processing of Sentinel-1B imaginary to extract water surface salinity incursion using observed data and hybrid models of particle swarm optimization
- Review
Quynh Duy Bui, Hang Ha, Truong Xuan Tran, Minh Tuan Vu, Lam Phuong Nguyen, Chinh Luu
Enhancing formation bulk density prediction while drilling using mud logging data and interpretable boosting machine learning
- RESEARCH
Ayoub Boutaghane, Ouafi Ameur-Zaimeche, Salim Heddam, Rabah Kechiched, Nasreddine Tahar-Belkacem, Abdelhamid Ouladmansour, Watheq J. Al-Mudhafar, David A. Wood
Efficient framework for Blackspot analysis and re-route selection using RBLMCN and GPWBWO
- RESEARCH
Nishant Singh, Sunil Kumar Katiyar
High-resolution mapping of soil texture at various depths in Anhui Province, China
- Research
Lijiang Lu, Jianping Wang
Study on frost deformation of rock and calculation method of frost heaving rate of tunnel surrounding rock in cold regions
- Research
Wenliang Qiu, Fengqi Shen, Jingyu Zhou, Lin Qi, Mingming Xing
Utilizing contemporary machine learning techniques for determining soilcrete properties
- Open Access
- RESEARCH
Waleed Bin Inqiad, Muhammad Saud Khan, Zohaib Mehmood, Naseer Muhammad Khan, Muhammad Bilal, Mohammed Sazid, Saad S. Alarifi
Spatio-temporal analysis of trend the hydro-climatic time series and identify factors affecting Flood Hazard
- RESEARCH
Maedeh Kakavand, Ali Haghizadeh, Mahdi Soleimani-Motlagh
RUSLE/SDR for assessment of soil erosion by a new non-convex regression
- RESEARCH
Somayeh Ebrahimzadeh, Seyed Kazem Alavipanah, Sara Attarchi, Vahid Mahboub, Mahdi Motagh
