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ORCIDEarth Science Informatics, Volume 17
Volume 17, Number 1, February 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. 1-20 - Jesus René Vázquez-Ontiveros, Carlos A. Martinez-Felix
, Angela Melgarejo-Morales, Leire Retegui-Schiettekatte, Guadalupe Esteban Vazquez-Becerra, Jose Ramon Gaxiola-Camacho:
Assessing the quality of raw GNSS observations and 3D positioning performance using the Xiaomi Mi 8 dual-frequency smartphone in Northwest Mexico. 21-35 - Sahar Nasabpour Molaei, Ali Salajegheh, Hassan Khosravi, Amin Nasiri, Abbas Ranjbar Saadat Abadi:
Prediction of hourly PM10 concentration through a hybrid deep learning-based method. 37-49 - 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. 51-61 - Mehrtash Manafifard:
A new hyperparameter to random forest: application of remote sensing in yield prediction. 63-73 - 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. 75-97 - Touraj S. Soleimani, Tohid Nouri, Alireza Negahdar:
Feasibility of using UAV in surveying and 3D modeling of landslides (case study of Ardabil province). 99-116 - Elijah K. Cheruiyot, Mito Collins, Massimo Menenti:
An improved method of soil moisture meter calibration for satellite data validation at watershed scale. 117-129 - 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. 131-143 - 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. 145-161 - Ziya Usta, Çetin Cömert, Alper Tunga Akin:
An interoperable web-based application for 3d city modelling and analysis. 163-179 - Yuchen Pan, Hao Xu, Kui Qian, Zhengyan Li, Hong Yan:
A window-based multi-scale attention model for slope collapse detection. 181-191 - 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. 193-209 - 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. 211-226 - Bala Saibabu Bommidi, Kiran Teeparthi:
A novel method for predicting wind speed using data decomposition-based reformer model. 227-249 - 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. 251-270 - 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. 271-281 - Hamed Amini, Afshin Ashrafzadeh, Mohammadreza Khaledian:
Enhancing groundwater salinity estimation through integrated GMDH and geostatistical techniques to minimize Kriging interpolation error. 283-297 - 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. 299-314 - Weitian Tong, Jordan Limperis, Felix Hamza-Lup, Yao Xu, Lixin Li:
Robust Transformer-based model for spatiotemporal PM2.5 prediction in California. 315-328 - Srihari Parri, Kiran Teeparthi:
VMD-SCINet: a hybrid model for improved wind speed forecasting. 329-350 - 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. 351-364 - 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. 365-384 - 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. 385-400 - 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. 401-419 - 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. 421-440 - 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. 441-453 - Abhilash Gogineni, Madhusudana Rao Chintalacheruvu:
Assessing temporal snow cover variation in the Sutlej river basin using google earth engine and machine learning models. 455-473 - Abdelrigeeb Al-Gathe, Salem O. Baarimah, Abbas M. Al-Khudafi, Mohammed Bawahab, Hazim Dmour:
Hybrid approach for gas viscosity in Yemeni oil fields. 475-482 - 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. 483-499 - 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. 501-526 - Xuan Tung Nguyen, Giang Son Tran:
Hyperspectral image classification using an encoder-decoder model with depthwise separable convolution, squeeze and excitation blocks. 527-538 - Maosen Wang, Zhongda Tian:
Ultra-short-term wind speed prediction based on empirical wavelet transform and combined model. 539-560 - R. Nagaraj, Lakshmi Sutha Kumar:
LWAMNNet: A novel deep learning framework for surface water body extraction from LISS-III satellite images. 561-592 - Ganji Tejasree, Agilandeeswari L:
A novel multi-class land use/land cover classification using deep kernel attention transformer for hyperspectral images. 593-616 - 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. 617-631 - Gebre Gelete, Vahid Nourani, Hüseyin Gökçekus, Tagesse Gichamo:
Multi-step ahead suspended sediment load modeling using machine learning- multi-model approach. 633-654 - 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. 655-678 - 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. 679-697 - 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. 699-710 - 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. 711-723 - 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. 725-744 - Farshad Ahmadi, Redvan Ghasemlounia, Amin Gharehbaghi:
Machine learning approaches coupled with variational mode decomposition: a novel method for forecasting monthly reservoir inflows. 745-760 - Marwan Kheimi:
Data-driven approaches for estimation of sediment discharge in rivers. 761-781 - 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. 783-796 - Qin Wang, Jiangchun Hu, PengFei Liu, Guanglin Sun:
Intelligent recognition of shale fracture network images based on transfer learning. 797-812 - 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. 813-824 - 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. 825-840 - 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. 841-851 - 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. 853-866 - Anil Utku, Umit Can, Serpil Aslan:
Correction to: Detection of hateful twitter users with graph convolutional network model. 867
Volume 17, Number 2, April 2024
- Kibitok Abraham, Moataz M. Abdelwahab, Mohammed Abo-Zahhad:
Classification and detection of natural disasters using machine learning and deep learning techniques: A review. 869-891 - R. Nagaraj, Lakshmi Sutha Kumar:
Extraction of Surface Water Bodies using Optical Remote Sensing Images: A Review. 893-956 - Pirhossein Kolivand, Peyman Saberian, Mozhgan Tanhapour, Fereshteh Karimi, Sharareh Rostam Niakan Kalhori, Zohreh Javanmard, Soroush Heydari, Seyed Saeid Hoseini Talari, Seyed Mohsen Laal Mousavi, Maryam Alidadi, Mahnaz Ahmadi, Seyed Mohammad Ayyoubzadeh:
A systematic review of Earthquake Early Warning (EEW) systems based on Artificial Intelligence. 957-984 - Can Zhuang, Chunhua Liu, Henghua Zhu, Yuhong Ma, Guoping Shi, Zhizheng Liu, Bohan Liu:
Constraint information extraction for 3D geological modelling using a span-based joint entity and relation extraction model. 985-998 - Jingyang Feng, Kai Zhang, Zhihong Xu, Chenfan Du, Xiaohong Tang, Lingqing Zhang:
Quantitative study on color characteristics of urban park landscapes based on K-means clustering and SD. method. 999-1012 - Necip Enes Gengeç, Ergin Tari, Ulas Bagci:
AI powered road network prediction with fused low-resolution satellite imagery and GPS trajectory. 1013-1029 - Nitin Verma, S. P. Maurya, Ravi kant, K. H. Singh, Raghav Singh, A. P. Singh, G. Hema, M. K. Srivastava, Alok K. Tiwari, Pradeep Kumar Kushwaha, Richa Singh:
Comparison of neural networks techniques to predict subsurface parameters based on seismic inversion: a machine learning approach. 1031-1052 - Weiqiang Yu, Tao Feng, Xingwei Man, Huan Lin, Haonan Zhang, Rui Liu:
Research on satellite data-driven algorithm for ground-level ozone concentration inversion: case of Yunnan, China. 1053-1066 - Xuechao Wu, Gang Liu, Wenyao Fan, Shijie Peng, Genshen Chen, Junjie Cheng, Yongjin Wu:
Cross-sections compilation-adjustment method based on 2D-3D linkage in regional three dimensional geological modeling. 1067-1092 - Jidnyasa Patil, Sandeep Maithani, Surendra Kumar Sharma:
Exploring effect of scale dependency in LST downscaling - using convolution neural network-extreme learning machine (CNN-ELM). 1093-1104 - Jagabandhu Panda, Nistha Nagar, Asmita Mukherjee, Saugat Bhattacharyya, Sanjeev Singh:
Rainfall variability over multiple cities of India: analysis and forecasting using deep learning models. 1105-1124 - Mohammad Fereshtehpour, Mostafa Esmaeilzadeh, Reza Saleh Alipour, Steven J. Burian:
Impacts of DEM type and resolution on deep learning-based flood inundation mapping. 1125-1145 - Khalil Ghorbani, Parvin Zolfaghary, Mohammad Siahbalaei, Laleh Rezaei Ghaleh, Chooghi Bairam Komaki, Esmaeil Valizadeh:
Estimating soil surface moisture by using landsat 8 and sentinel 2 satellites techniques depending on the stepwise decision tree. 1147-1160 - Benjamin Nnamdi Ekwueme:
Deep neural network modeling of river discharge in a tropical humid watershed. 1161-1177 - Shouhang Du, Meiyun Zheng, Liyuan Guo, Yuhui Wu, Zijuan Li, Peiyi Liu:
Urban building function classification based on multisource geospatial data: a two-stage method combining unsupervised and supervised algorithms. 1179-1201 - Kouao Laurent Kouadio, Jianxin Liu, Rong Liu, Yongfei Wang, Wenxiang Liu:
K-Means Featurizer: A booster for intricate datasets. 1203-1228 - Hussein Bizimana, Abdusselam Altunkaynak, Robert Kalin, Emmanuel Rukundo, Mathieu Mbati Mugunga, Osman Sönmez, Gamze Tuncer, Abdulkadir Baycan:
Assessment of rainfall and climate change patterns via machine learning tools and impact on forecasting in the City of Kigali. 1229-1243 - Hiroyuki Kikuchi:
Thermodynamic state shift observed prior to the 2011 Mw 9 East Japan earthquake through data mining using cellular automaton. 1245-1260 - Sadra Shadkani, Sajjad Hashemi, Amirreza Pak, Alireza Barzgari Lahijan:
Random Forest and Multilayer Perceptron hybrid models integrated with the genetic algorithm for predicting pan evaporation of target site using a limited set of neighboring reference station data. 1261-1280 - Yi-yang Wang, Wen-chuan Wang, Dong-mei Xu, Yan-wei Zhao, Hong-fei Zang:
A compound approach for ten-day runoff prediction by coupling wavelet denoising, attention mechanism, and LSTM based on GPU parallel acceleration technology. 1281-1299 - Alireza Araghi, Jan Franklin Adamowski:
Assessment of 30 gridded precipitation datasets over different climates on a country scale. 1301-1313 - Maulana Hutama Rahma Putra, Maman Hermana, Ida Bagus Suananda Yogi, Touhid Mohammad Hossain, Muhammad Faris Abdurrachman, Said Jadid Abdul Kadir:
Reservoir porosity assessment and anomaly identification from seismic attributes using Gaussian process machine learning. 1315-1327 - Alina Shayilan, Yongliang Chen:
A SMOTified extreme learning machine for identifying mineralization anomalies from geochemical exploration data: a case study from the Yeniugou area, Xinjiang, China. 1329-1343 - Guoxu Chen, Ruirui Li, Li Cao, Fang Lv, Jing Yuan, Panpan Li, Shengdong Liu, Zhongcheng Li:
Geological structure identification of coalbed methane reservoir based on trend surface and curvature analysis algorithms. 1345-1358 - Hena Prince, Binesh T:
An effective underwater image enhancement based on the fusion of CLAHE and image constancy sharpening technique. 1359-1372 - Alireza Ghaemi, Seyed Arman Hashemi Monfared, Abdolhamid Bahrpeyma, Peyman Mahmoudi, Mohammad Zounemat-Kermani:
Exploitation of the ensemble-based machine learning strategies to elevate the precision of CORDEX regional simulations in precipitation projection. 1373-1392 - Hamed Nikravesh, Ali Ranjbar, Reza Azin:
Optimizing the wells location using the Metaheuristic algorithms, as well as optimizing the drilling time of production and injection wells in one of the reservoirs in south west of Iran. 1393-1410 - Safia Abdi, Mohamed Chettih:
Multifractal Scaling characteristics of lineament networks of a fractured sandstone aquifer system. 1411-1432 - Maryam Jahanbani, Mohammad H. Vahidnia, Hossein Aghamohammadi, Zahra Azizi:
Flood susceptibility mapping through geoinformatics and ensemble learning methods, with an emphasis on the AdaBoost-Decision Tree algorithm, in Mazandaran, Iran. 1433-1457 - Ziya Usta, Halil Akinci, Alper Tunga Akin:
Comparison of tree-based ensemble learning algorithms for landslide susceptibility mapping in Murgul (Artvin), Turkey. 1459-1481 - Zhaocai Wang, Haifeng Zhao, Xiaoguang Bao, Tunhua Wu:
Multi-objective optimal allocation of water resources based on improved marine predator algorithm and entropy weighting method. 1483-1499 - Mahdieh Jannatkhah, Rouhollah Davarpanah, Bahman Fakouri, Özgür Kisi:
Evaluation of total dissolved solids in rivers by improved neuro fuzzy approaches using metaheuristic algorithms. 1501-1522 - Chandrakant M. Kadam, Udhav V. Bhosle, Raghunath S. Holambe:
Deep learning-driven regional drought assessment: an optimized perspective. 1523-1537 - Argo Galih Suhadha, Harintaka Harintaka:
Multidimensional displacement analysis of Semeru Volcano, Indonesia following December 2021 eruption from multitrack InSAR observation. 1539-1552 - Yan Zhang, Yu-Long Ye, Dao-Jing Guo, Ting Huang:
PCA-VGG16 model for classification of rock types. 1553-1567 - Huu Duy Nguyen, Van Hong Nguyen, Quan Vu Viet Du, Cong Tuan Nguyen, Kha Dang Dinh, Quang Hai Truong, Ngo Bao Toan Dang, Quang Tuan Tran, Quoc-Huy Nguyen, Quang-Thanh Bui:
Application of hybrid model-based machine learning for groundwater potential prediction in the north central of Vietnam. 1569-1589 - Abdullah Demir, Ali Ersin Dinçer, Cihan Çiftçi, Sedat Gülçimen, Nigmet Uzal, Kutay Yilmaz:
Wind farm site selection using GIS-based multicriteria analysis with Life cycle assessment integration. 1591-1608 - Uma Maheswara Rao Inkollu, J. K. R. Sastry:
AI-driven reinforced optimal cloud resource allocation (ROCRA) for high-speed satellite imagery data processing. 1609-1624 - Filip Arnaut, Dragana Duric, Uros Duric, Mileva Samardzic-Petrovic, Igor Peshevski:
Application of geophysical and multispectral imagery data for predictive mapping of a complex geo-tectonic unit: a case study of the East Vardar Ophiolite Zone, North-Macedonia. 1625-1644 - Xu Wang, Wen Nie, Wei Xie, Yang Zhang:
Incremental learning-random forest model-based landslide susceptibility analysis: A case of Ganzhou City, China. 1645-1661 - Mehdi Rahmani Jevinani, Banafsheh Habibian Dehkordi, Ian J. Ferguson, Mohammad Hossein Rohban:
Deep learning-based 1-D magnetotelluric inversion: performance comparison of architectures. 1663-1677 - Mehdi Rahmani Jevinani, Banafsheh Habibian Dehkordi, Ian J. Ferguson, Mohammad Hossein Rohban:
Correction to: Deep learning-based 1-D magnetotelluric inversion: performance comparison of architectures. 1679-1680 - Kai Xu, Siyuan Zhao, Chonglong Wu, Sui Zhang, Liangjun Yuan, Changyu Yang, Yan Li, Yang Dong, Yongjin Wu, Shize Xiang, Chunfang Kong:
Manganese mineral prospectivity based on deep convolutional neural networks in Songtao of northeastern Guizhou. 1681-1697 - Mihai-Sorin Stupariu:
Computing changes in regular square grids: towards integration of pixel and edge level analyses. 1699-1712 - Ilyas Aslan, Nizar Polat:
Deep learning-based classification of mature and immature lavender plants using UAV orthophotos and a hybrid CNN approach. 1713-1727 - Huiyong Yin, Shuo Li, Guoliang Xu, Daolei Xie, Cheng Jiang, Fangying Dong, Houchen Wang, Bin Wu:
Study and application of deeply optimized neural network in roof stability evaluation. 1729-1744 - Sam Navin MohanRajan, Loganathan Agilandeeswari, Prabukumar Manoharan, Farhan A. Alenizi:
Fuzzy Swin transformer for Land Use/ Land Cover change detection using LISS-III Satellite data. 1745-1764 - Yuzhu Wang, Haowen Yan, Pengbo Li, Xiaomin Lu:
A multiscale road matching method based on hierarchical road meshes. 1765-1778 - Boudjerda Marouane, Mohammed Abdullahi Mu'azu, Andrea Petroselli:
Prediction of reservoir evaporation considering water temperature and using ANFIS hybridized with metaheuristic algorithms. 1779-1798 - Ahmed A. Nasrallah, Mohamed A. Abdelfatah, Mohamed I. E. Attia, Gamal S. El-Fiky:
Positioning and detection of rigid pavement cracks using GNSS data and image processing. 1799-1807 - Brian Pondi, Marius Appel, Edzer J. Pebesma:
OpenEOcubes: an open-source and lightweight R-based RESTful web service for analyzing earth observation data cubes. 1809-1818
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