Earth Sci. Informatics

Keyphrases

Publications

volume 17, number 1, 2024

Xuan Tung Nguyen, Giang Son Tran
Hyperspectral image classification using an encoder-decoder model with depthwise separable convolution, squeeze and excitation blocks. Earth Sci. Informatics 17 (1) (2024)
Farshad Ahmadi, Redvan Ghasemlounia, Amin Gharehbaghi
Machine learning approaches coupled with variational mode decomposition: a novel method for forecasting monthly reservoir inflows. Earth Sci. Informatics 17 (1) (2024)
Farshid Farnood Ahmadi, Rana Naanjam, Asra Salimi
Developing an automatic training technique based on integration of radar and optical remotely sensed images for building extraction. Earth Sci. Informatics 17 (1) (2024)
Mostafa Kabolizade, Kazem Rangzan, Shahin Mohammadi, Hamidreza Rabiei-Dastjerdi
Challenges of rainfall erosivity prediction: A Novel GIS-Based Optimization algorithm to reduce uncertainty in large country modeling. Earth Sci. Informatics 17 (1) (2024)
Maosen Wang, Zhongda Tian
Ultra-short-term wind speed prediction based on empirical wavelet transform and combined model. Earth Sci. Informatics 17 (1) (2024)
Ziyi Zhang, Liming Zhang, Pengbin Wang, Mingwang Zhang, Tao Tan
Robust watermarking algorithm based on mahalanobis distance and ISS feature point for 3D point cloud data. Earth Sci. Informatics 17 (1) (2024)
Bala Saibabu Bommidi, Kiran Teeparthi
A novel method for predicting wind speed using data decomposition-based reformer model. Earth Sci. Informatics 17 (1) (2024)
Abhilash Gogineni, Madhusudana Rao Chintalacheruvu
Assessing temporal snow cover variation in the Sutlej river basin using google earth engine and machine learning models. Earth Sci. Informatics 17 (1) (2024)
Mahmoud Mosa, Farid Radwan, Hussein Al-Ghobari, Hesham Fouli, Abdulrahman Ali Alazba
Impact of varied fog collector designs on fog and rainwater harvesting under fluctuating wind speed and direction. Earth Sci. Informatics 17 (1) (2024)
Amirreza Bigdeli, Abbas Maghsoudi, Reza Ghezelbash
A comparative study of the XGBoost ensemble learning and multilayer perceptron in mineral prospectivity modeling: a case study of the Torud-Chahshirin belt, NE Iran. Earth Sci. Informatics 17 (1) (2024)
Indrajit Kalita, Shounak Chakraborty, Talla Giridhara Ganesh Reddy, Moumita Roy
A deep learning-based technique for firm classification and domain adaptation in land cover classification using time-series aerial images. Earth Sci. Informatics 17 (1) (2024)
Wanhyuk Seo, Gyung Won Lee, Kwang Yeom Kim, Tae-Sub Yun
Predicting rate of penetration (ROP) based on a deep learning approach: A case study of an enhanced geothermal system in Pohang, South Korea. Earth Sci. Informatics 17 (1) (2024)
Elijah K. Cheruiyot, Mito Collins, Massimo Menenti
An improved method of soil moisture meter calibration for satellite data validation at watershed scale. Earth Sci. Informatics 17 (1) (2024)
R. Nagaraj, Lakshmi Sutha Kumar
LWAMNNet: A novel deep learning framework for surface water body extraction from LISS-III satellite images. Earth Sci. Informatics 17 (1) (2024)
Srihari Parri, Kiran Teeparthi
VMD-SCINet: a hybrid model for improved wind speed forecasting. Earth Sci. Informatics 17 (1) (2024)
Marwan Kheimi
Data-driven approaches for estimation of sediment discharge in rivers. Earth Sci. Informatics 17 (1) (2024)
Weitian Tong, Jordan Limperis, Felix Hamza-Lup, Yao Xu, Lixin Li
prediction in California. Earth Sci. Informatics 17 (1) (2024)
Anil Kumar Soni, Jayant Nath Tripathi, Kripan Ghosh, Priyanka Singh, M. Sateesh, K. K. Singh
Estimation of regional-scale near real time reference evapotranspiration using remote sensing and weather data to improve agriculture advisory. Earth Sci. Informatics 17 (1) (2024)
Ziya Usta, Çetin Cömert, Alper Tunga Akin
An interoperable web-based application for 3d city modelling and analysis. Earth Sci. Informatics 17 (1) (2024)
Srija Roy, Madhusudana Rao Chintalacheruvu
Google Earth Engine-based morphometric parameter evaluation and comparative analysis of soil erosion susceptibility using statistical and machine learning algorithms in large river basins. Earth Sci. Informatics 17 (1) (2024)
Phan Thi Ha, Dang Nguyen Dong Phuong, Hoang Ha Anh, Le Hoang Tu, Nguyen Dinh Vuong, Nguyen Kim Loi
Quantitative exploration of the innovative trend method for evapotranspiration and its sensitivity to climatic variables: The case study of Southeast Vietnam. Earth Sci. Informatics 17 (1) (2024)
A. R. Gamgo Fotse, G. M. Guenang, A. J. Komkoua Mbienda, Derbetini A. Vondou
Appropriate statistical rainfall distribution models for the computation of standardized precipitation index (SPI) in Cameroon. Earth Sci. Informatics 17 (1) (2024)
Seyed Babak Haji Seyed Asadollah, Ahmad Sharafati, Mohammad Saeedi, Shamsuddin Shahid
Estimation of soil moisture from remote sensing products using an ensemble machine learning model: a case study of Lake Urmia Basin, Iran. Earth Sci. Informatics 17 (1) (2024)
Hamed Amini, Afshin Ashrafzadeh, Mohammadreza Khaledian
Enhancing groundwater salinity estimation through integrated GMDH and geostatistical techniques to minimize Kriging interpolation error. Earth Sci. Informatics 17 (1) (2024)
YongFeng Deng, Junqiang Zhang, Yongzheng Sun, Yiping Tian, Qiyu Chen, Bin Qiu
Key technology for section analysis of 3D geological models based on the online virtual earth environment. Earth Sci. Informatics 17 (1) (2024)
Saran Raaj, Vivek Gupta, Vishal Singh, Derick P. Shukla
A novel framework for peak flow estimation in the himalayan river basin by integrating SWAT model with machine learning based approach. Earth Sci. Informatics 17 (1) (2024)
Bilal Lefoula, Aziz Hebal, Djamel Bengora
Performance of machine learning methods for modeling reservoir management based on irregular daily data sets: a case study of Zit Emba dam. Earth Sci. Informatics 17 (1) (2024)
Roberto Soto-Villalobos, Mario A. Aguirre-López, Otoniel Walle-García, Francisco Gerardo Benavides-Bravo, F.-Javier Almaguer, S. Méndez-Delgado, Fernando Velasco-Tapia
Geochemical modeling of the mantle partial melting using heuristic exploration: an optimization model applied to earth sciences. Earth Sci. Informatics 17 (1) (2024)
Qin Wang, Jiangchun Hu, PengFei Liu, GuangLin Sun
Intelligent recognition of shale fracture network images based on transfer learning. Earth Sci. Informatics 17 (1) (2024)
Mehrtash Manafifard
A new hyperparameter to random forest: application of remote sensing in yield prediction. Earth Sci. Informatics 17 (1) (2024)
Asbar Abbasi, Ali Kodkhodaie, Rahim Mahari, Reza Moussavi-Harami
Maximum entropy spectral analysis of gamma ray logs for cyclostratigraphic analysis of the Late Albian- Early Turonian Sarvak Formation in the Anaran exploration block, southwestern Zagros, Iran. Earth Sci. Informatics 17 (1) (2024)
Xiang Que, Xinhan Zhuang, Xiaogang Ma, Yuting Lai, Jianfang Xie, Tingting Fei, Hui Wang, W. U. Yuming
Modeling the spatiotemporal heterogeneity and changes of slope stability in rainfall-induced landslide areas. Earth Sci. Informatics 17 (1) (2024)
Ganji Tejasree, Agilandeeswari L
A novel multi-class land use/land cover classification using deep kernel attention transformer for hyperspectral images. Earth Sci. Informatics 17 (1) (2024)
Gebre Gelete, Vahid Nourani, Hüseyin Gökçekus, Tagesse Gichamo
Multi-step ahead suspended sediment load modeling using machine learning- multi-model approach. Earth Sci. Informatics 17 (1) (2024)
Yiping Tian, Shengkun Xiao, Rui Zhang, Zhengping Weng, Xuechao Wu, Yongjin Wu
Local dynamic update methods for 3D geological body structure model and voxel model. Earth Sci. Informatics 17 (1) (2024)
Xiaoxin Chen, Zhansi Jiang, Hao Cheng, Hongxin Zheng, Danna Cai, Yuanpeng Feng
A novel global average temperature prediction model - - based on GM-ARIMA combination model. Earth Sci. Informatics 17 (1) (2024)
Bui Nhi Thanh, Tran Van Phong, Phan Trong Trinh, Romulus Costache, Mahdis Amiri, Dam Duc Nguyen, Hiep Van Le, Indra Prakash, Binh Thai Pham
Prediction of coastal erosion susceptible areas of Quang Nam Province, Vietnam using machine learning models. Earth Sci. Informatics 17 (1) (2024)
Abdullah Sener, Gürkan Dogan, Burhan Ergen
A novel convolutional neural network model with hybrid attentional atrous convolution module for detecting the areas affected by the flood. Earth Sci. Informatics 17 (1) (2024)
Sahar Nasabpour Molaei, Ali Salajegheh, Hassan Khosravi, Amin Nasiri, Abbas Ranjbar Saadat Abadi
concentration through a hybrid deep learning-based method. Earth Sci. Informatics 17 (1) (2024)
Yuchen Pan, Hao Xu, Kui Qian, Zhengyan Li, Hong Yan
A window-based multi-scale attention model for slope collapse detection. Earth Sci. Informatics 17 (1) (2024)
Xulei Wang, Jiateng Guo, Shaohua Fu, Hengbing Zhang, Shengchuan Liu, Xinbei Zhang, Zhibin Liu, Limin Dun, Lixin Wu
Towards automatic and rapid 3D geological modelling of urban sedimentary strata from a large amount of borehole data using a parallel solution of implicit equations. Earth Sci. Informatics 17 (1) (2024)
Antonio Jesús Chaves, Cristian Martín, Luis Llopis, Manuel Díaz, Rocío Ruiz-Mata, Enrique de Gálvez-Montañez, Marta Recio, María del Mar Trigo, Antonio Picornell
Pollen recognition through an open-source web-based system: automated particle counting for aerobiological analysis. Earth Sci. Informatics 17 (1) (2024)
Anil Utku, Umit Can, Serpil Aslan
Correction to: Detection of hateful twitter users with graph convolutional network model. Earth Sci. Informatics 17 (1) (2024)
Srija Roy, Madhusudana Rao Chintalacheruvu
Delineating hydro-geologically constrained groundwater zones in the Himalayan River basins of India through an innovative ensemble of hypsometric analysis and machine learning algorithms. Earth Sci. Informatics 17 (1) (2024)
Abdelrigeeb Al-Gathe, Salem O. Baarimah, Abbas M. Al-Khudafi, Mohammed Bawahab, Hazim Dmour
Hybrid approach for gas viscosity in Yemeni oil fields. Earth Sci. Informatics 17 (1) (2024)
N. Madhusudhana Reddy, Anil Kumar Budati, Shayla Islam, Gajula Ramesh
Enhanced Elliptic Curve- Diffie Hellman Technique with Bigdata Analytics for Satellite Image Security Enhancement in Internet of Things Systems. Earth Sci. Informatics 17 (1) (2024)
Mehdi Safaie, Mohammad Hosseinpour-Zarnaq, Mahmoud Omid, Fereydoon Sarmadian, Hassan Ghasemi-Mobtaker
Using deep neural networks for evaluation of soil quality based on VIS-NIR spectroscopy. Earth Sci. Informatics 17 (1) (2024)
Touraj S. Soleimani, Tohid Nouri, Alireza Negahdar
Feasibility of using UAV in surveying and 3D modeling of landslides (case study of Ardabil province). Earth Sci. Informatics 17 (1) (2024)
Maosen Xia, Linlin Dong, Lingling Jiang, Min Zeng
Research on time series change point detection and influencing factors under machine learning: based on PM2.5 concentration data in Hefei city. Earth Sci. Informatics 17 (1) (2024)
Van Qui Lai, Vinay Bhushan Chauhan, Suraparb Keawsawasvong, Kongtawan Sangjinda, Jitesh T. Chavda, Lindung Zalbuin Mase
An extreme learning neural network approach for seismic bearing capacity estimation of planar caissons in nonhomogeneous clays. Earth Sci. Informatics 17 (1) (2024)