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Earth Sci. Informatics
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2024
2008
2024
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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)