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Earth Science Informatics, Volume 18
Volume 18, Number 1, January 2025
- Amitabha Govande, Raju Attada, Krishna Kumar Shukla:
Predicting PM2.5 levels over Indian metropolitan cities using Recurrent Neural Networks. 1 - Xinzhe Yao, Xiuman Liang, Haifeng Yu, Zhendong Liu:
Fast fusion-based underwater image enhancement with adaptive color correction and contrast enhancement. 2 - Yonata Belina, Asfaw Kebede, Muthoni Masinde:
Mapping flood inundation in Baro Akobo Basin, Itang area, Ethiopia: integrating machine learning and process-based models. 3 - Uaktho Baishnab, Md. Sahadat Hossen Sajib, Ashraful Islam, Shangida Akter, Atik Hasan, Tonmoy Roy, Pobithra Das:
Deep learning approaches for short-crop reference evapotranspiration estimation: a case study in Southeastern Australia. 4 - Milad Sharafi, Sadra Shadkani, Amirreza Pak, Alireza Motadayen, Saeed Samadianfard, Egemen Aras, Vahid Nourani:
Developing long short-term memory combined with numerical first order differential optimization and clockwork recurrent neural network to predict suspended sediment load. 5 - Ndubuisi Igwebuike, Moyinoluwa Ajayi, Chukwuma J. Okolie, Thokozani Kanyerere, Todd Halihan:
Application of machine learning and deep learning for predicting groundwater levels in the West Coast Aquifer System, South Africa. 6 - Mustafa Ustuner
, Fatih Fehmi Simsek
:
An assessment of training data for agricultural land cover classification: a case study of Bafra, Türkiye. 7 - Md Geaur Rahman, Md Akram Hossain Khan:
Analysis of data cleansing methods for improving meteorological data quality: a case study. 8 - Muhammet Yilmaz:
Performance of various gridded precipitation and temperature products against gauged observations over Turkey. 9 - Mehmet Bilgili, Engin Pinar, Tahir Durhasan:
Global monthly sea surface temperature forecasting using the SARIMA, LSTM, and GRU models. 10 - Wei Xi, YuanYe Ping, Jintao Tao, Xiaoyan Ye, Mingrui Fu, YaWen Zhang, MiaoMiao Xie:
Enhanced prediction of copper-polymetallic deposits in the Kalatag mining district using integrated SVM and GIS technology. 11 - Runyi Yang, Yang Peng
, Hongwu Zhang, Chenyang Ji:
Estimation of flow resistance in natural rivers based on deep forest. 12 - Ramalingam Kumaraperumal
, Moorthi Nivas Raj, Sellaperumal Pazhanivelan
, M. Jagadesh, Duraisamy Selvi, Dhanaraju Muthumanickam
, Ramasamy Jagadeeswaran
, A. Karthikkumar, S. Kamalesh Kanna:
Data mining techniques for LULC analysis using sparse labels and multisource data integration for the hilly terrain of Nilgiris district, Tamil Nadu, India. 13 - Maliha Zerin, Alisha Kabir, M. N. Alam Siddiqui, Tasmiah Tamzid Anannya:
Siamese-LSTM: A predictive model for predicting green space of a location through historical image analysis. 14 - Sami Serkan Isoglu
, Ahmet Yildiz
, Mahmut Mutlutürk
, Enes Cengiz
:
Assessment of soil classification using soft computing approaches for Erenler (Afyonkarahisar) region. 15 - Mohammad Ali Mohammad, Iraj Jazireeyan, Mahmoud Pirooznia:
Improving the modeling of bathymetry in the Persian Gulf and the Oman Sea using data assimilation of geodetic observation data. 16 - Hung-Yu Wu, Ching-Li Kuo, Chen-Yi Lin, Wei-Ta Chu:
Deep learning in the advanced core sample porosity determination with XCT image. 17 - Xianqi Zhang, He Ren, Jiawen Liu, Yike Liu, Kaiwei Yan:
Regional monthly rainfall prediction based on CEEMDAN-SSA-BiLSTM coupled modeling. 18 - Zakaria Matougui
, Mohamed Zouidi
:
A temporal perspective on the reliability of wildfire hazard assessment based on machine learning and remote sensing data. 19 - Ali Kiani, Baharak Motamedvaziri, Mohammad Reza Khaleghi, Hassan Ahmadi:
Spatial prediction of flood susceptible areas using machine learning methods in the Siahkhor Watershed of Kermanshah province. 20 - Duygu Arikan Ispir
, Ferruh Yildiz
:
Using deep learning algorithms for built-up area extraction from high-resolution GÖKTÜRK-1 satellite imagery. 21 - Kaiming Wang, Shuqiang Xue, Zhen Xiao, Shuang Zhao, Jixing Zhu:
GNSS-A observation model with attached oceanic slowness gradient. 22 - Anagha Aher, Sangita Chaudhari:
Protecting location privacy: An approach with error-based transformation and mercator projection-based transformation for geospatial vector data. 23 - Mohd Rihan
, Javed Mallick
, Intejar Ansari, Md Rejaul Islam
, Hoang Thi Hang, Shahfahad
, Atiqur Rahman
:
Flash flood susceptibility modeling using optimized deep learning method in the Uttarakhand Himalayas. 24 - Nurollah Tatar
:
Geolocation bias correction for CARTOSAT-1 stereo images through virtual ground control points generation over mountainous areas. 25 - Bo Li, Xin Xiang, Qiang Wu, Jiong Wang, Yifan Zeng, Tao Li:
Comparison of multiple methods for identifying water sources of mine water inrush and quantitative analysis of mixed water sources based on isotope theory. 26 - Shahed Shahrestani, Ioan Sanislav:
How does dimensionality influence outlier detection effectiveness in multivariate geochemical data? insights from LOF and IF methods. 27 - Xin Zhang, Yunda Lin, Zongyuan Pan, Xiaozhen Jiang:
Risk assessment of water inrush in deep-buried karst tunnel with rich water based on combined weighting method. 28 - Aryan Tyagi, Sagar Tomar, Kishor S. Kulkarni
, Shilpa Sharma, Alisha Raut, Sumit Malwal:
Predicting river sediment deposition using machine learning and InVEST-SDR modeling- A hydro electric perspective. 29 - Yangli Zhou, Haiying Fu, Mingzhe Zhou, Yanyan Zhao, Jihuan Chen:
High-accuracy slope stability analysis using data-driven and attention-based deep learning model. 30 - Wen-chuan Wang
, Feng-rui Ye, Yi-yang Wang, Miao Gu:
A singular spectrum analysis-enhanced BiTCN-selfattention model for runoff prediction. 31 - Varsha Kushwah, Pragati Agrawal:
Hybrid model for air quality prediction based on LSTM with random search and Bayesian optimization techniques. 32 - Thanachon Promwichai, Duy Tan Tran, Thanh Son Nguyen, Suraparb Keawsawasvong, Pitthaya Jamsawang:
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. 33 - Ying Liu, Zhixiong Wang, Xiaomei Kou, Yongxiang Cao, Hui Yue:
Lake depth inversion based on UAV and Sentinel-2 data. 34 - Robert Kurniawan
, Imam Sujono, Wahyu Caesarendra, Bahrul Ilmi Nasution, Prana Ugiana Gio:
Detection of flood-affected areas using multitemporal remote sensing data: a machine learning approach. 35 - Ce Zhang, Wangyong Lv, Gang Liu, Yufan Wang:
Multidimensional spatiotemporal autocorrelation analysis theory based on Multi-observation spatiotemporal Moran's I and its application in resource allocation. 36 - Hong Li, Huizhu Ni, Jinming Fu, Bo Wan, Deping Chu, Fang Fang, Run Wang, Guoxi Ma, Xin Zhou:
A domain-decomposition-based parallel approach for 3D geological modeling using radial basis functions interpolation on GPUs. 37 - Jiadong Liu, Teng Xu, Chunhui Lu, Jie Yang, Yifan Xie:
Variational mode decomposition coupled LSTM with encoder-decoder framework: an efficient method for daily streamflow forecasting. 38 - Yan Wang, Yuqing Zhou:
Sparrow search algorithm optimized LSTM model for CSI-based indoor localization. 39 - Narayan Vyas
, Sartajvir Singh
, Ganesh Kumar Sethi
:
A novel image fusion-based post classification framework for agricultural variations detection using Sentinel-1 and Sentinel-2 data. 40 - Xianjun Du, Hangfei Guo:
A multi-scale attention encoding and dynamic decoding network designed for short-term precipitation forecasting. 41 - Sumon Dey, Swarup Das, Abhik Saha
:
Exploring uncertainty analysis in GIS-based Landslide susceptibility mapping models using machine learning in the Darjeeling Himalayas. 42 - Jiantao Liu, Can Zhang, Quanlong Feng, Gaofei Yin, Yan Zhang:
Large-scale subpixel mapping of impervious surface in Yellow River Delta High-efficiency Ecological Economic Zone: An artificial intelligence approach. 43 - Shuyu Liu, Lu Bai, Kai Zhang, Xuying Tan, Xiaobo Zhang:
Analysing spatial distribution and variability of vadose zone moisture in different subsidence areas using 3D empirical Bayesian kriging and pixel-by-pixel methods. 44 - Sani Isah Abba, Mohammed Benaafi, Abdullahi Garba Usman, Dilber Uzun Ozsahin, Bassam Tawabini, Isam H. Aljundi:
Groundwater modelling and GIS-based vulnerability mapping coupled with evolutionary metaheuristic optimization in the eastern coast of Saudi Arabia. 45 - Chanthujan Chandrakumar
, Marion Lara Tan
, Caroline Holden, Max Stephens
, Raj Prasanna
:
Evaluating P-Wave detection algorithms for earthquake early warning: insights from GeoNet data in Canterbury, Aotearoa New Zealand. 46 - Mahin Saedpanah, Bubak Souri:
Routing land use changes using the landscape ecology approach in Isfahan city, central Iran. 47 - Rashmi Bhattad, Vibha Patel, Usha Patel, Samir B. Patel:
Pixel interlacing network: a novel approach for multiclass and subcategories land cover change detection. 48 - Kushan Sandunil, Ziad Bennour, Saaveethya Sivakumar, Hisham Ben Mahmud, Ausama Giwelli:
Porosity prediction using bagging ensemble machine learning in CCUS reservoirs. A case study: Darling Basin, Australia. 49 - Negin Behnia, Mehdi Hayatzadeh, Mahin Fooladi Doghozlo:
Enhancing sediment load predictions: a comparative analysis of local and global fuzzy cerebellar model articulation controller (FCMAC). 50 - G. Venkata Ramana, Miriyala Sridhar, T. Venkateswara Rao, Devanaboyina Venkata Ratnam:
Superposed epoch analysis of GPS ionospheric TEC and scintillations over low latitude Indian region during multiple geomagnetic storm events. 51 - Binh Pham-Duc, Ho Nguyen, Hau Nguyen-Quoc:
Unveiling the research landscape of planetscope data in addressing earth-environmental issues: a bibliometric analysis. 52 - Kaifi Chomani
:
A novel multi-spectral index for burned area detection using high-resolution satellite imagery. 53 - Martin Pitonák
, Petr Trnka, Jirí Belinger, Michal Sprlák:
FarZone4IT: A MatLab-based software for the calculation of far-zone effects for spherical integral transformations. 54 - Letian Wang, Gengkun Wu, Akpedje Ingrid Hermilda C. F. Tossou, Zengwei Liang, Jie Xu:
Segmentation of crack disaster images based on feature extraction enhancement and multi-scale fusion. 55 - Jonathan da Rocha Miranda, Ronie Silva Juvanhol, Rosane Gomes da Silva, Marcilene Soares do Nascimento, Juliana Fernandes da Silva:
Climate-vegetation intersection in determining the burn rate in an area of the Brazilian Cerrado. 56 - Linye Zhu, Xiaoyi Jiang, Longfei Zhao, Hui Qu, Wenbin Sun, Haibo Ban:
Changes in remotely sensed Forel-Ule Index for the coastal seas of Japan, 2013-2023. 57 - Anass Marzouki, Abdallah Dridri:
PyGeoRS: a QGIS plugin for automating landsat data processing in environmental mapping. 58 - Cairui Xu, Xinyu Zhang, Jiuhong Yu, Kang Hou, Ahmad Rastegarnia, Sajjad Gholipour:
The effect of mineralogical, mechanical, physical, and dynamic properties on rock brittleness using statistical and soft computing methods. 59 - Amir Hossein Shafiee
, Amir Reza Neamani, Alireza Eskandarinejad, Rahil Hosseini, Ali Gholami:
Undrained stability of wide rectangular subsea tunnels using finite element limit analysis and multivariate adaptive regression splines. 60 - Dan Xiang, Wenlei Yang, Zebin Zhou, Jinwen Zhang, Jianxin Li, Jian Ouyang, Jing Ling:
DPMFformer: an underwater image enhancement network based on deep pooling and multi-scale fusion transformer. 61 - Mahdieh Ghahrloo, Mehdi Mokhtarzade:
Earthquake-induced building damage detection using the fusion of optical and radar data in intelligent systems. 62 - Mingwei Hai, Miao Wang, Bin Zhou, Qi Zhang:
Assessment of frost heave in coarse-grained soil: a novel application of multi-strategy enhanced dung beetle-optimized KELM model. 63 - Nhat-Duc Hoang, Phu Anh Huy Pham, Thanh-Canh Huynh, Minh-Tu Cao, Dieu Tien Bui:
Geospatial urban heat mapping with interpretable machine learning and deep learning: a case study in Hue City, Vietnam. 64 - Nan Wang, Zhixian Wang:
Integrating an interpolation technique and AI models using Bayesian model averaging to enhance groundwater level monitoring. 65 - Hasan Aksoy
, Alkan Günlü:
UAV and satellite-based prediction of aboveground biomass in scots pine stands: a comparative analysis of regression and neural network approaches. 66 - Haitao Tian, Lei Huang, Ke Zhang:
Prediction of petrophysical static rock type through nonlinear dimensionality reduction and mutual information. 67 - Keivan Kabiri
, Mohammad Hossein Kazeminezhad
:
Depth estimation from multispectral satellite imagery: a comparison of conventional and machine learning-based approaches- case study: Kish Island, Persian Gulf. 68 - Yunfei Tan, Ming Li, Longfa Yuan, Chaoshan Shi, Yonghang Luo, Guihao Wen:
Hyperspectral image classification with embedded linear vision transformer. 69 - Wen Feng, Yingtian Liu, Yong Li, Huating Li, Xiaowen Wang:
Acoustic impedance prediction using an attention-based dual-branch double-inversion network. 70 - Xiaopeng Wang, Jie Zhao, Fanwei Meng, Biqiong Wu, Hui Cao, Hongpeng Hua, Yuan Yao:
Research on flood peak prediction in the three gorges region based on similarity search with multisource information fusion. 71 - Kalidhas Muthu, Sivakumar Ramamoorthy:
Urban flood risk assessment using fuzzy logic and real-time flood simulation model - a geomatics techniques. 72 - S. Senthil Pandi, A. K. Reshmy, D. Elangovan, J. Vellingiri:
AI-driven environmental monitoring for hydroponic agriculture: ExCNN-LFCP approach. 73 - Ahmad Farid Nabizada, Iman Rousta, Ahmed Elzein, Haraldur Olafsson:
Evaluation of spatial distribution and temporal trend of nitrogen dioxide (${{\varvec{N}}{\varvec{O}}}_{2}$) pollution using Sentinel-5P satellite imagery over Afghanistan based on Google Earth Engine. 74 - Seyed Mostafa Tabatabaei, Mehdi Dastourani
, Saeid Eslamian
, Mohammad Nazeri Tahroudi
:
Comparison of kriging methods in rainfall estimation based on entropy-copula (case study: Simineh river, lake Urmia Basin, Iran). 75 - Sangeetha V, Agilandeeswari L:
Enhanced hyperspectral image analysis via 2D-3D CNN fusion and hybrid moth-flame optimization for optimal band selection in remote sensing. 76 - Kamini G. Panchbhai, Madhusudan G. Lanjewar, Aditi Venkatesh Naik:
Modified MobileNet with leaky ReLU and LSTM with balancing technique to classify the soil types. 77 - Amin Gharehbaghi
, Redvan Ghasemlounia
, Babak Vaheddoost
, Farshad Ahmadi
:
Development of deep learning approaches for drought forecasting: a comparative study in a cold and semi-arid region. 78 - Nandha Kishore S. R, Subhojit Mandal, Mainak Thakur:
Domain-informed multi-step wind speed forecasting: evaluating extreme wind conditions and seasonal variations. 79 - Wen-Dar Guo, Wei-Bo Chen, Chih-Hsin Chang:
Flood bend flow prediction in intermittent river reach using a 2D hydraulic model and stacking-ensemble-based LSTM technique. 80 - Mohammad Ali Davari, Mohsen Ezati, Farshad Jafarizadeh, Mohammadhossein Motamedi:
Enhancing breakout identification in geomechanical modeling: using fullset logs with machine learning in carbonate reservoirs. 81 - Mubashir Hussain, Hai Li, Ahmed Magdy Beshr, Farhad Ali Memon:
Remote sensing-based structural and lithological mapping for prospecting polymetallic mineralization at Xiaoshan region, China. 82 - Maryam Imani, Samsung Lim:
An eigenvalue decomposition-based Gabor network for polarimetric synthetic aperture radar image classification. 83 - Imadeddine Laouici, Gautier Laurent, Christelle Loiselet, Yannick Branquet:
A knowledge-driven modeling formalism for automatic structural interpretation. 84 - Yaoshan Bi, Shuhao Shen, Jiwen Wu, Dong Li:
Prediction of the height of water-conducting fracture zone using the FA-ALO-SVR model. 85 - Victor Juarez Racchumi, Jimmy Aurelio Rosales-Huamaní, José Luis Castillo Sequera:
Construction of a predictive model of shovel productivity applying machine learning algorithms. 86 - Roland Yonaba, Arsène Kiema, Fowé Tazen, Axel Belemtougri, Mansourou Cissé, Lawani Adjadi Mounirou, Ansoumana Bodian, Mahamadou Koïta, Harouna Karambiri:
Accuracy and interpretability of machine learning-based approaches for daily ETo estimation under semi-arid climate in the West African Sahel. 87 - Jar Ullah, Huan Li, Rifaat M. Abdalla, Muhammad Asad, Amos P. K. Tai, Asim Falaknaz:
Optimizing support vector machines for enhanced permeability prediction in sandstone reservoirs using systematic and heuristic hyperparameter tuning. 88 - Solomon Oyebisi, Mahaad Issa Shammas, P. Jagadesh, Hilary Owamah, Miracle Olanrewaju Oyewola:
Modelling radium equivalent activity from 226Ra, 232Th, and 40K series of recycled waste materials: Analytical and artificial intelligence approaches. 89 - Srija Roy
, Md Galal Uddin, Kamal Abdelrahman, Mohammed S. Fnais, Mohamed Abioui
:
Assessing the impact of digital elevation model resolution on hypsometric analysis in large river Basins (India): a non-parametric statistical approach. 90 - Samad Narimani, Balázs Vásárhelyi:
Leveraging machine learning for precision prediction of geomechanical properties of granitic rocks: a comparative analysis of MLR, ANN, and ANFIS models. 91 - Tran Van Phong, Phan Trong Trinh, Bui Nhi Thanh, Hiep Van Le, Binh Thai Pham:
Comparative analysis of machine learning and deep learning methods for coastal erosion susceptibility mapping. 92 - Mohammad Islam Miah, Mohammed Adnan Noor Abir, Md. Ashiqul Islam Shuvo:
Improved model development and feature ranking for rock permeability prediction by coupling petrophysical log data and ensemble machine learning techniques. 93 - Zhang Fang, Zhiguo Liu, Guowen Wang, Muhammad Sadam:
FloPy for optimizing the structure of hydraulic-driven groundwater circulation wells. 94 - Haiping Yuan, Shuaijie Ji, Hengzhe Li, Chuanqi Zhu, Yangyao Zou, Bin Ni, Ziang Gu:
Classification forecasting research of rock burst intensity based on the BO-XGBoost-Cloud model. 95 - Merve Simsek, Murat Taskiran, Ugur Dogan:
Modelling of GNSS station position time series using deep learning approaches. 96 - Saurabh Singh, Gourav Suthar:
Machine learning and deep learning approaches for PM2.5 prediction: a study on urban air quality in Jaipur, India. 97 - Nitin Verma, Ravi Kant, Satya Prakash Maurya
, Brijesh Kumar, A. P. Singh, G. Hema, Raghav Singh, K. H. Singh, Piyush Sarkar:
Seismic inversion based on principal component analysis and probabilistic neural network for prediction of porosity from post-stack seismic data. 98 - Kiyya Tesfa Tullu, Bekan Chelkeba Tumsa:
Evaluating the impacts of climate change on soil loss using the CMIP6 model and RUSLE in the Muger watershed, Ethiopia. 99 - Xu Xi, Huimin Tian, Jinglong Du, Mingkang Wu, Rui Huang:
A fidelity evaluation model for watermarked vector maps based on improved fuzzy comprehensive evaluation and random forest. 100 - Thiago Brandenburg, Gustavo A. Fischer, Fabiano J. F. Miranda, José Francisco Silva Filho, Rafael Stubs Parpinelli:
A Data-driven approach with reanalysis and geospatial data for chloride deposition prediction. 101 - Dayong Yang, Haoxiang Shao, Honglun Chang, Rongxia Zhang, Benzhe Ding:
Landsat 8 and ASTER remote sensing data for ore prospecting in the postmasburg manganese ore field, South Africa. 102 - Zhoufeng Wang, Wei Liu, Bo Zheng, Xinggang Ma, Longjie Zhu:
A regional-scale distribution changes and influencing factors of glacial lakes in Xizang autonomous region. 103 - Xiangdong Liao, Yanqiu Shi, Gecheng Liu:
Basement characteristics of Wan'an Basin in southwestern South China sea based on temporal and spatial evolution. 104 - Tongtong Liu, Lei Wang:
Cooperative networking and information processing system of earth observation communication UAV under intelligent service background. 105 - Weidong Yan, Li Cao, Pei Yan, Chaosheng Zhu, Mengtian Wang:
Remote sensing image change detection based on swin transformer and cross-attention mechanism. 106 - Mikhail Moskovchenko
:
Application of machine learning techniques for wetland type mapping in the Numto Nature Park (Western Siberia). 107 - Kongtawan Sangjinda, Suraparb Keawsawasvong, Pitthaya Jamsawang, Angsumalin Senjuntichai, Teerapong Senjuntichai:
Optimized ANN-based surrogate models for evaluating the stability of trapdoors in Hoek‒Brown rock masses. 108 - Hwan-Hui Lim, Enok Cheon, Seung-Rae Lee:
Machine learning and hyperspectral imaging to predict soil water content: methodology and field validation. 109 - Shanmuga Priyaa S., Rajkumar J., Basanta Kumar Jena
:
Long-term shoreline dynamics of South Kerala Coast using satellite images. 110 - Ronak Moradmand, Hassan Ahmadi, Abolfazl Moeini, Baharak Motamedvaziri, Ali Akbar Nazari Samani:
Enhancing landslide susceptibility mapping through advanced hybridization of bootstrap aggregating based decision tree algorithms. 111