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ORCIDEarth Science Informatics, Volume 16
Volume 16, Number 1, March 2023
- David Yáñez-Dávila
, Edgar Santoyo, G. Santos-Raga:
Worldwide research progress and trends on geothermal water-rock interaction experiments: a comprehensive bibliometric analysis. 1-24 - Deepa C, Amba Shetty, A. V. Narasimhadhan:
Performance evaluation of dimensionality reduction techniques on hyperspectral data for mineral exploration. 25-36 - Mostafa Riazi, Maryam Karimi, Saeid Eslamian, Majid Riahi Samani:
Comparative assessment of advanced machine learning techniques for simulation of lake water level fluctuations based on different dimensionality reduction methods. 37-55 - Yousef Abbaspour-Gilandeh, Mohammadreza Abbaspour-Gilandeh, Hassan A. Babaie, Gholamhossein Shahgoli:
Modeling agricultural soil bulk density using artificial neural network and adaptive neuro-fuzzy inference system. 57-65 - Yi Xun Tan, Jing Lin Ng, Yuk Feng Huang:
Spatiotemporal variability assessment and accuracy evaluation of Standardized Precipitation Index and Standardized Precipitation Evapotranspiration Index in Malaysia. 67-89 - D. Bhavana, N. Likhita, G. V. Madhumitha, Devanaboyina Venkata Ratnam:
Machine learning based object-level crop classification of PlanetScope data at South India Basin. 91-104 - Zain Ijaz, Cheng Zhao, Nauman Ijaz, Zia ur Rehman, Aashan Ijaz:
Statistical evaluation of multiple interpolation techniques for spatial mapping of highly variable geotechnical facets of soil in natural deposition. 105-129 - Tran Xuan Bien, Abolfazl Jaafari, Tran Van Phong, Phan Trong Trinh, Binh Thai Pham:
Groundwater potential mapping in the Central Highlands of Vietnam using spatially explicit machine learning. 131-146 - Rakesh Kadaverugu:
A comparison between WRF-simulated and observed surface meteorological variables across varying land cover and urbanization in south-central India. 147-163 - Sahar Khoramak, Fatemeh Tabib Mahmoudi:
Multi-agent hyperspectral and lidar features fusion for urban vegetation mapping. 165-173 - Ali Ari:
Multipath feature fusion for hyperspectral image classification based on hybrid 3D/2D CNN and squeeze-excitation network. 175-191 - Sidra Bibi, Muhammad Shafique, Neelum Ali, Shahla Nazneen, Liaqat Ali, Siddique Ullah Baig, Rehman Gul:
Estimation of glacier mass balance using remote sensing and GIS technology in the Hindu Kush region of northern Pakistan. 193-203 - Shitao Yin, Xiaochun Lin, Yongjian Huang, Zhifeng Zhang, Xiang Li:
Application of improved support vector machine in geochemical lithology identification. 205-220 - Osman Salih Yilmaz, Ugur Acar, Fusun Balik Sanli, Fatih Gülgen, Ali Murat Ates:
Mapping burn severity and monitoring CO content in Türkiye's 2021 Wildfires, using Sentinel-2 and Sentinel-5P satellite data on the GEE platform. 221-240 - Changming Xu, Lin Zhu, Luyi Bai, Juan He:
Keywords Query of uncertain spatiotemporal data based on XML. 241-257 - Safianou Ousmanou, Eric Martial Fozing, Maurice Kwékam, Yaya Fodoue, Leprince Dubois Alokeng Jeatsa:
Application of remote sensing techniques in lithological and mineral exploration: discrimination of granitoids bearing iron and corundum deposits in southeastern Banyo, Adamawa region-Cameroon. 259-285 - Zhenkun Liu, Ping Li, Danxiang Wei, Jianzhou Wang, Lifang Zhang, Xinsong Niu:
Forecasting system with sub-model selection strategy for photovoltaic power output forecasting. 287-313 - Hao Yang, Xiufeng He, Vagner G. Ferreira, Shengyue Ji, Ying Xu, Susu Song:
Assessment of precipitable water vapor retrieved from precise point positioning with PPP-B2b service. 315-328 - Anil Utku, Umit Can, Serpil Aslan:
Detection of hateful twitter users with graph convolutional network model. 329-343 - Cheng Zhang, Wanfeng Dou, Yuan Pang:
Extraction of terrain ridge lines and valley lines based on agglomeration analysis of terrain points: a cluster analysis method. 345-356 - Amir Hossein Ghazvinizadeh, Maryam Imani, Hassan Ghassemian:
Residual network based on entropy-anisotropy-alpha target decomposition for polarimetric SAR image classification. 357-366 - Chun-xin Li, Chong-wei Zheng:
High-efficiency method for 3D visualization of marine environmental information. 367-377 - Iman Jafarifar, Ali Simi:
Application of soft computing approaches for modeling fluid transport ratio of slim-hole wells in one of Iranian central oil fields. 379-395 - Hazan Alkan Akinci, Halil Akinci:
Machine learning based forest fire susceptibility assessment of Manavgat district (Antalya), Turkey. 397-414 - Taskin Kavzoglu, Furkan Bilucan:
Effects of auxiliary and ancillary data on LULC classification in a heterogeneous environment using optimized random forest algorithm. 415-435 - Ao Wang, Maomao Zhang, Abdulla-Al Kafy, Bin Tong, Daoqing Hao, Yanfei Feng:
Predicting the impacts of urban land change on LST and carbon storage using InVEST, CA-ANN and WOA-LSTM models in Guangzhou, China. 437-454 - Ali Souei, Taher Zouaghi, Sami Khemiri:
Lineament characterization for groundwater targeting using satellite images and field data. 455-479 - Ashutosh Kumar Tripathi, Sonam Agrawal, Rajan Dev Gupta:
GeoCloud4SDI: a cloud enabled open framework for development of spatial data infrastructure at city level. 481-500 - Shenghao Bi, Liangshan Shao, Zihan Qi, Yanbin Wang, Wenzhe Lai:
Prediction of coal mine gas emission based on hybrid machine learning model. 501-513 - Wahidya Nurkarim, Arie Wahyu Wijayanto:
Building footprint extraction and counting on very high-resolution satellite imagery using object detection deep learning framework. 515-532 - Pijush Samui, Sefa Nur Yesilyurt, Huseyin Yildirim Dalkilic, Zaher Mundher Yaseen, Sanjiban Sekhar Roy, Sanjay Kumar:
Comparison of different optimized machine learning algorithms for daily river flow forecasting. 533-548 - Can Zhuang, Henghua Zhu, Wei Wang, Bohan Liu, Yuhong Ma, Jing Guo, Chunhua Liu, Huaping Zhang, Fang Liu, Liangliang Cui:
Research on urban 3D geological modeling based on multi-modal data fusion: a case study in Jinan, China. 549-563 - Qiang Li, Cunjin Lu, Hui Zhao:
Risk assessment of floor water inrush based on TOPSIS combined weighting model: a case study in a coal mine, China. 565-578 - Aref Nazari, Abdulhalim Zaryab, Abdullah Ahmadi:
Estimation of groundwater storage change in the Helmand River Basin (Afghanistan) using GRACE satellite data. 579-589 - Roohollah Enayati, Reza Ravanmehr, Vahe Aghazarian:
A service-oriented framework for remote sensing big data processing. 591-616 - Rafael Andrello Rubo, Mateus Fontana Michelon, Cleyton de Carvalho Carneiro:
Carbonate lithofacies classification in optical microscopy: a data-centric approach using augmentation and GAN synthetic images. 617-635 - Ahsan Leisi, Mohammad Reza Saberi:
Petrophysical parameters estimation of a reservoir using integration of wells and seismic data: a sandstone case study. 637-652 - Mounir Ouaba, Mohamed Elmehdi Saidi, Md Jobair Bin Alam:
Flood modeling through remote sensing datasets such as LPRM soil moisture and GPM-IMERG precipitation: A case study of ungauged basins across Morocco. 653-674 - Huixia Chao, Yue Li, Weihua Yao, Xin Han, Ran Wang:
Crystal-modeler: A tool for geometric analysis and three-dimensional modeling of crystal forms based on rectangular coordinates in space. 675-693 - Sergei Shevyrev, Ekaterina V. Gorobeyko, Emmanuel John M. Carranza, Natalia G. Boriskina:
First-Pass prospectivity mapping for Au-Ag mineralization in Sikhote-Alin Superterrane, Southeast Russia through field sampling, image enhancement on ASTER data, and MaxEnt modeling. 695-716 - Behnam Khorrami, Shoaib Ali, Leila Hossein Abadi, Muhammad Jehanzaib:
Spatio-temporal variations in characteristics of terrestrial water storage and associated drought over different geographic regions of Türkiye. 717-731 - Vinoth Kumar Sampath, Nisha P. Radhakrishnan:
A comparative study of LULC classifiers for analysing the cover management factor and support practice factor in RUSLE model. 733-751 - Ali Mirzaei, Hossein Bagheri, Mehran Sattari:
Data level and decision level fusion of satellite multi-sensor AOD retrievals for improving PM2.5 estimations, a study on Tehran. 753-771 - Hayana Dullah, Ali Najah Ahmed, Pavitra Kumar, Ahmed El-Shafie:
Integrated nonlinear autoregressive neural network and Holt winters exponential smoothing for river streaming flow forecasting at Aswan High. 773-786 - Yuanhe Yu, Yuzhen Shen, Yaoyao Liu, Yuchun Wei, Xudong Rui, Bingbing Li:
Knowledge mapping and trends in research on remote sensing change detection using CiteSpace analysis. 787-801 - Bikash Sadhukhan, Shayak Chakraborty, Somenath Mukherjee:
Predicting the magnitude of an impending earthquake using deep learning techniques. 803-823 - Mohamed Yousuff, Rajasekhara Babu:
Enhancing the classification metrics of spectroscopy spectrums using neural network based low dimensional space. 825-844 - Ahmad Shakib Sahak, Fevzi Karsli, Esra Tunc Gormus, Karimullah Ahmadi:
Seasonal monitoring of urban heat island based on the relationship between land surface temperature and land use/cover: a case study of Kabul City, Afghanistan. 845-861 - Jiao Sijia, Tianjun Wu, Jiancheng Luo, Ya'nan Zhou, Wen Dong, Changpeng Wang, Shiying Dong:
Spatial prediction using random forest spatial interpolation with sample augmentation: a case study for precipitation mapping. 863-875 - G. Vinuja, N. Bharatha Devi:
Multitemporal hyperspectral satellite image analysis and classification using fast scale invariant feature transform and deep learning neural network classifier. 877-886 - Shishir Gaur, Nilendu Das, Rajarshi Bhattacharjee, Anurag Ohri, Debanirmalya Patra:
A novel band selection architecture to propose a built-up index for hyperspectral sensor PRISMA. 887-898 - Anurag Niyogi, Tariq Anwar Ansari, Sumanta Kumar Sathapathy, Kripamoy Sarkar, T. N. Singh:
Machine learning algorithm for the shear strength prediction of basalt-driven lateritic soil. 899-917 - Predrag Popovic, Milan Gocic, Katarina Petkovic, Slavisa Trajkovic:
Neural network based system in evapotranspiration time series prediction. 919-928 - Armita Davarpanah, Hassan A. Babaie, Nirajan Dhakal:
Semantic modeling of climate change impacts on the implementation of the U.N. sustainable development goals related to poverty, hunger, water, and energy. 929-943 - Emre Çolak, Filiz Sunar:
Investigating the usefulness of satellite-retrieved land surface temperature (LST) in pre- and post-fire spatial analysis. 945-963 - Meng Liu, Jin Liu, Xin Ma:
MRISNet:Deep-learning-based Martian instance segmentation against blur. 965-981 - Rubeena Vohra, K. C. Tiwari:
Land cover classification using multi-fusion based dense transpose convolution in fully convolutional network with feature alignment for remote sensing images. 983-1003 - Sandeep Kumar Mathivanan, Prabhu Jayagopal:
Simulating crop yield estimation and prediction through geospatial data for specific regional analysis. 1005-1023 - Ashokan Laila Achu, Jobin Thomas, Chandrika Dhanapalan Aju, Praveen Kolappapillai Remani, Girish Gopinath:
Performance evaluation of machine learning and statistical techniques for modelling landslide susceptibility with limited field data. 1025-1039 - Rasoul Anvari, Mokhtar Mohammadi, Javad Mafakheri, Amin Roshandel Kahoo, Mehrdad Soleimani Monfared, Shima Rashidi, Adil Hussien Mohammed:
Denoising of multidimensional seismic data in the physical domain by a new non-local self similarity method. 1041-1060 - Wenjing Qin, Guisheng Fan, Hongxing Li:
Estimation and predicting of soil water characteristic curve using the support vector machine method. 1061-1072 - Shuai Wang, Liming Zhang, Qihang Zhang, Yu Li:
A zero-watermarking algorithm for vector geographic data based on feature invariants. 1073-1089 - Pradeep Kumar Ladi, Kakita Murali Gopal, Ratnakar Dash, Sandeep Kumar Ladi:
PKNNet: a novel feature learning architecture for vegetation mapping using remote sensing hyperspectral image classification. 1091-1107 - Elia Vangi, Giovanni D'Amico, Saverio Francini, Gherardo Chirici:
GEDI4R: an R package for NASA's GEDI level 4 A data downloading, processing and visualization. 1109-1117 - Marco Luppichini, Monica Bini, Roberto Giannecchini:
CleverRiver: an open source and free Google Colab toolkit for deep-learning river-flow models. 1119-1130 - Marco Luppichini, Monica Bini, Roberto Giannecchini:
Correction to: CleverRiver: an open source and free Google Colab toolkit for deep-learning river-flow models. 1131
Volume 16, Number 2, June 2023
- Nurafiqah Syahirah Md Ridzwan, Siti Harwani Md. Yusoff:
Machine learning for earthquake prediction: a review (2017-2021). 1133-1149 - Ajay Kumar, Amit Kumar Gorai:
Development of a deep convolutional neural network model for detection and delineation of coal mining regions. 1151-1171 - Huu Duy Nguyen, Chien Pham Van, Anh Duc Do:
Application of hybrid model-based deep learning and swarm-based optimizers for flood susceptibility prediction in Binh Dinh province, Vietnam. 1173-1193 - Hongtang Cao, Ying Guo, Fei Li, Keyi Zhang:
Distributed spatial crowdsourcing based task allocation in Ocean Internet of Things. 1195-1205 - Jie Lian, Ruirong Chen:
A sequence-to-sequence based multi-scale deep learning model for satellite cloud image prediction. 1207-1225 - Ceren Ünal, Gamze Özel, Tuba Eroglu Azak:
A Markov chain approach for earthquake sequencing in the Aegean Graben system of Turkey. 1227-1239 - Abdullahi Uwaisu Muhammad, Sani Isah Abba:
Transfer learning for streamflow forecasting using unguaged MOPEX basins data set. 1241-1264 - Linye Zhu, Huaqiao Xing, Longfei Zhao, Hui Qu, Wenbin Sun:
A change type determination method based on knowledge of spectral changes in land cover types. 1265-1279 - N. Bharatha Devi, B. B. Beenarani, E. Sivanantham:
Satellite image detection and classification using hybrid segmentation and feature extraction with enhanced probabilistic neural network. 1281-1292 - Ahmad Farid Nabizada, Iman Rousta, Gholamali Mozaffari, Marjan Dalvi, Haraldur Olafsson, Anna Siedliska, Piotr Baranowski, Przemyslaw Tkaczyk, Jaromir Krzyszczak:
A remotely sensed study of the impact of meteorological parameters on vegetation for the eastern basins of Afghanistan. 1293-1312 - Tümay Kadakci Koca:
A statistical approach to site-specific thresholding for burn severity maps using bi-temporal Landsat-8 images. 1313-1327 - Behnam Khorrami, Shahram Gorjifard, Shoaib Ali, Bakhtiar Feizizadeh:
Local-scale monitoring of evapotranspiration based on downscaled GRACE observations and remotely sensed data: An application of terrestrial water balance approach. 1329-1345 - Alireza Araghi, Christopher J. Martinez, Jan Franklin Adamowski:
Evaluation of TerraClimate gridded data across diverse climates in Iran. 1347-1358 - Yan Guo, Zhuowu Li, Weihua Lin, Ji Zhou, Shixiang Feng, Luyu Zhang, Fujiang Liu:
Automatic lithology identification method based on efficient deep convolutional network. 1359-1372 - Diego Cabrera, María J. Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan Li:
Rainfall Forecasting using a Bayesian framework and Long Short-Term Memory Multi-model Estimation based on an hourly meteorological monitoring network. Case of study: Andean Ecuadorian Tropical City. 1373-1388 - Tabish Rahman, Kripamoy Sarkar:
Empirical correlations between uniaxial compressive strength and density on the basis of lithology: implications from statistical and machine learning assessments. 1389-1403 - Lynda-Uta Edet Okon, Jaya Kumar Seelam:
Seasonal assessment of cross-shore morphodynamic behaviour of wave-dominated beaches using data-driven analysis. 1405-1425 - Mehmet Emin Asker:
Hyperspectral image classification method based on squeeze-and-excitation networks, depthwise separable convolution and multibranch feature fusion. 1427-1448 - Xialin Zhang, ZhenJiang Wang, DongTao Liu, Qing Sun, Jin Wang:
Rock thin section image classification based on depth residuals shrinkage network and attention mechanism. 1449-1457 - Bipin Kumar, Kaustubh Atey, Bhupendra Bahadur Singh, Rajib Chattopadhyay, Nachiketa Acharya, Manmeet Singh, Ravi S. Nanjundiah, A. Suryachandra Rao:
On the modern deep learning approaches for precipitation downscaling. 1459-1472 - Mohamed Abdelhedi, Rateb Jabbar, Ahmed Ben Said, Noora Fetais, Chedly Abbes:
Machine learning for prediction of the uniaxial compressive strength within carbonate rocks. 1473-1487 - Xinyi Zhu, Hongbing Zhang, Quan Ren, Dailu Zhang, Fanxin Zeng, Xinjie Zhu, Lingyuan Zhang:
A Tri-Training method for lithofacies identification under scarce labeled logging data. 1489-1501 - Anju Asokan:
A self-adaptable Manta ray optimized Gabor filter for satellite image enhancement. 1503-1517 - Azar Niknam, Hasan Khademi Zare, Hassan Hosseininasab, Ali Mostafaeipour:
A hybrid approach combining the multi-dimensional time series k-means algorithm and long short-term memory networks to predict the monthly water demand according to the uncertainty in the dataset. 1519-1536 - C. Kishor Kumar Reddy, P. R. Anisha, Marlia Mohd Hanafiah, Y. V. S. S. Pragathi, B. V. Ramana Murthy, R. Madana Mohana:
An intelligent optimized cyclone intensity prediction framework using satellite images. 1537-1549 - Nafsika C. Andriopoulou, George Petrakis, Panagiotis Partsinevelos:
Twenty thousand leagues under plant biominerals: a deep learning implementation for automatic phytolith classification. 1551-1562 - Neda Dolatabadi, Mohsen Nasseri, Banafsheh Zahraie:
Comparative assessment of surface soil moisture simulations by the coupled wcm-iem vs. data-driven models using the Sentinel 1 and 2 satellite images. 1563-1584 - Manmit Kumar Singh, Rishikesh Bharti:
Inversion model for snow geophysical parameters estimation using sentinel-1 stokes parameter. 1585-1595 - Muneeb Shahid, Yusuf Sermet, Jerry Mount, Ibrahim Demir:
Towards progressive geospatial information processing on web systems: a case study for watershed analysis in Iowa. 1597-1610 - Iman Rousta, Morteza Sharif, Sousan Heidari, Aboozar Kiani, Haraldur Olafsson, Jaromir Krzyszczak, Piotr Baranowski:
Climatic variables impact on inland lakes water levels and area fluctuations in an arid/semi-arid region of Iran, Iraq, and Turkey based on the remote sensing data. 1611-1635 - Yirong Pan, Yonghua Xia, Yueyu Li, Minglong Yang, Qi Zhu:
Research on stability analysis of large karst cave structure based on multi-source point clouds modeling. 1637-1656 - Eric Dominic Forson, Aboagye Menyeh:
Best worst method-based mineral prospectivity modeling over the Central part of the Southern Kibi-Winneba Belt of Ghana. 1657-1676 - Enrique Morales-Acuña, Eduardo Santamaría-del-Ángel, Jean Linero-Cueto:
Atmospheric dust intrusions from the peninsular region into the Northern Gulf of California: case study. 1677-1685 - Bushra S. Yousif, Yaseen T. Mustafa, Mohammed A. Fayyadh:
Digital mapping of soil-texture classes in Batifa, Kurdistan Region of Iraq, using machine-learning models. 1687-1700 - Niranjan Panigrahi, S. Gopal Krishna Patro, Raghvendra Kumar, Michael Omar, Tran Thi Ngan, Long Giang Nguyen, Bui Thi Thu, Nguyen Truong Thang:
Groundwater Quality Analysis and Drinkability Prediction using Artificial Intelligence. 1701-1725 - Jiantao Liu, Yexiang Li, Yan Zhang, Quanlong Feng, Tongguang Shi, Dong Zhang, Pudong Liu:
Impervious surface Mapping and its spatial-temporal evolution analysis in the Yellow River Delta over the last three decades using Google Earth Engine. 1727-1739 - Mohsen Safari, Faramarz Doulati Ardejani, Soroush Maghsoudy:
A comparative and coupled study of the application of Dempster-Shafer, fuzzy overlay and FAHP methods for groundwater potential mapping in a fractured medium of a mine site. 1741-1764 - Yash Khurana, Pramod Kumar Soni, Devershi Pallavi Bhatt:
SVM-based classification of multi-temporal Sentinel-2 imagery of dense urban land cover of Delhi-NCR region. 1765-1777 - Siwei Lin, Nan Chen:
Exploring watershed structural variation during watershed evolution process under artificial rainfall experiment. 1779-1796 - Javier Ramajo, Jose María Orellana-Macías, Carlos Galé, Manuel Arce, Jesús Causapé:
A 3D geological model of the Gallocanta Basin (Spain). The basis to update the hydrogeological model. 1797-1809 - Ali Ben Abbes, Raja Inoubli, Manel Rhif, Imed Riadh Farah:
Combining deep learning methods and multi-resolution analysis for drought forecasting modeling. 1811-1820 - Ziyi Shen, Wen-chao Ban:
Machine learning model combined with CEEMDAN algorithm for monthly precipitation prediction. 1821-1833 - Min-si Ao, Xiangqiang Zeng, Chunhua Chen, Bin Chu, Yubing Zhang, Cui Zhou:
Identification of The Survey Points from Network RTK Trajectory with Improved DBSCAN Clustering, Case Study on HNCORS. 1835-1847 - George Petrakis, Angelos Antonopoulos, Achilles Tripolitsiotis, Dimitrios Trigkakis, Panagiotis Partsinevelos:
Precision mapping through the stereo vision and geometric transformations in unknown environments. 1849-1865 - Elaheh Sadeghi, Masoud Mashhadi Hossainali, Abdolreza Safari:
Determining the time response in GNSS tomographic modeling of troposphere. 1867-1877 - Bo Li, Huang Wu, Pu Liu, Juan Fan, Tao Li:
Construction and application of mine water inflow prediction model based on multi-factor weighted regression: Wulunshan Coal Mine case. 1879-1890 - Zhumei Liu, Haikun Jiang, Shengle Li, Mingxiao Li, Jian Liu, Jingfa Zhang:
Implementation and verification of a real-time system for automatic aftershock forecasting in China. 1891-1907 - Dayou Luo, Xingping Wen, Shuling Li:
An improved method for estimating soil moisture over cropland using SAR and optical data. 1909-1916 - Uzair Aalam, Tariq Siddique, Sarada Prasad Pradhan:
FS Calculator: A windows-based application for factor of safety assessment and sensitivity analyses by circular failure charts. 1917-1928 - Alexis Hrysiewicz, Xiaowen Wang, Eoghan P. Holohan:
EZ-InSAR: An easy-to-use open-source toolbox for mapping ground surface deformation using satellite interferometric synthetic aperture radar. 1929-1945 - Behnam Khorrami, Shahram Gorjifard, Shoaib Ali, Bakhtiar Feizizadeh:
Correction to: Local-scale monitoring of evapotranspiration based on downscaled GRACE observations and remotely sensed data: An application of terrestrial water balance approach. 1947 - Lynda-Uta Edet Okon, Jaya Kumar Seelam:
Correction to: Seasonal assessment of cross-shore morphodynamic behaviour of wave-dominated beaches using data-driven analysis. 1949 - Yan Guo, Zhuowu Li, Weihua Lin, Ji Zhou, Shixiang Feng, Luyu Zhang, Fujiang Liu:
Correction to: Automatic lithology identification method based on efficient deep convolutional network. 1951
Volume 16, Number 3, September 2023
- Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu:
Multivariable space-time correction for wind speed in numerical weather prediction (NWP) based on ConvLSTM and the prediction of probability interval. 1953-1974 - Usha Patel, Vibha Patel:
A comprehensive review: active learning for hyperspectral image classifications. 1975-1991 - Neha Sisodiya, Nitant Dube, Om Prakash, Priyank Thakkar:
Scalable big earth observation data mining algorithms: a review. 1993-2016 - Alaba Boluwade:
Spatial heterogeneity and partitioning of soil health indicators in the Northern Great Plains using self-organizing map and change point methods. 2017-2031 - Ufuk Yukseler, Ahmet Toprak, Enes Gul, O. Faruk Dursun:
Flood hazard mapping using M5 tree algorithms and logistic regression: a case study in East Black Sea Region. 2033-2047 - Samuel da Costa Alves Basilio, Fernando Ferrari Putti, Angélica Carvalho Cunha, Leonardo Goliatt:
An evolutionary-assisted machine learning model for global solar radiation prediction in Minas Gerais region, southeastern Brazil. 2049-2067 - Vasileios Boumpoulis, Maria Michalopoulou, Nikolaos Depountis:
Comparison between different spatial interpolation methods for the development of sediment distribution maps in coastal areas. 2069-2087 - Dong-mei Xu, Xiao-xue Hu, Wen-chuan Wang, Kwok-Wing Chau, Hong-fei Zang:
An enhanced monthly runoff forecasting using least squares support vector machine based on Harris hawks optimization and secondary decomposition. 2089-2109 - Jordan Limperis, Weitian Tong, Felix Hamza-Lup, Lixin Li:
PM2.5 forecasting based on transformer neural network and data embedding. 2111-2124 - Sarina Akbari, Hamidreza Ramazi, Reza Ghezelbash:
Using fractal and multifractal methods to reveal geophysical anomalies in Sardouyeh District, Kerman, Iran. 2125-2142 - Mehrdad Daviran, Reza Ghezelbash, Mohammad Niknezhad, Abbas Maghsoudi, Hessam Ghaeminejad:
Hybridizing K-means clustering algorithm with harmony search and artificial bee colony optimizers for intelligence mineral prospectivity mapping. 2143-2165 - Yigitalp Kara, Ilgar Ataol Akalin, Nursima Gamze Deniz, Umur Dinç, Zeynep Feriha Ünal, Hüseyin Toros:
Utilizing ANN for improving the WRF wind forecasts in Türkiye. 2167-2186 - Shixiang Jiao, Jun Zhao, Yufei He, Shixuan Zhao, Zhenguan Wu, Tianyi Zeng, Rui Zhang:
Semi-supervised interlayer intelligent recognition method. 2187-2197 - Juntao Wu, Mingkun Su, Xiaoliang Shen, Lei Qiao, Jiansheng Zheng:
Assessment of the performance of GPS-PWV and rainfall event prediction by using precise products from different analysis centers. 2199-2210 - Xiaochun Lin, Shitao Yin:
Lithology identification based on interpretability integration learning. 2211-2222 - Pradeep Singla, Manoj Duhan, Sumit Saroha:
A point and interval forecasting of solar irradiance using different decomposition based hybrid models. 2223-2240 - Ioannis Mademlis, Georgios Voulgaris, Ioannis Pitas:
Fast multidimensional scaling on big geospatial data using neural networks. 2241-2249 - Wen-chao Ban, Liangduo Shen, Jiachao Chen, Bin Yang:
Short-term prediction of wave height based on a deep learning autoregressive integrated moving average model. 2251-2259 - Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu:
Error revision during morning period for deep learning and multi-variable historical data-based day-ahead solar irradiance forecast: towards a more accurate daytime forecast. 2261-2283 - Yunxin Xie, Liangyu Jin, Chenyang Zhu, Siyu Wu:
A semi-supervised coarse-to-fine approach with bayesian optimization for lithology identification. 2285-2305 - Xiaolei Sun, Zhongda Tian, Zhijia Zhang:
A new decomposition-integrated air quality index prediction model. 2307-2321 - Cafer Budak, Veysel Gider:
LSTM based forecasting of the next day's values of ionospheric total electron content (TEC) as an earthquake precursor signal. 2323-2337 - Ali Sam-Khaniani, Rohollah Naeijian:
Evaluation of modified Saastamoinen ZTD model using ground-based GPS observation over Iran. 2339-2353 - Binh Pham-Duc, Ho Nguyen, Hien Phan, Quan Tran-Anh:
Trends and applications of google earth engine in remote sensing and earth science research: a bibliometric analysis using scopus database. 2355-2371 - Wen-chuan Wang, Bo Wang, Kwok-Wing Chau, Dong-mei Xu:
Monthly runoff time series interval prediction based on WOA-VMD-LSTM using non-parametric kernel density estimation. 2373-2389 - Nita H. Shah, Anupam Priamvada, Bipasha Paul Shukla:
Random forest-based nowcast model for rainfall. 2391-2403 - Jian Zhou, Yulin Zhang, Chuanqi Li, Weixun Yong, Yingui Qiu, Kun Du, Shiming Wang:
Enhancing the performance of tunnel water inflow prediction using Random Forest optimized by Grey Wolf Optimizer. 2405-2420 - Keke Ma, Wenyu Zhang, Zhenhai Guo, Jing Zhao, Wenzhi Qiu:
A hybrid forecasting model for very short-term wind speed prediction based on secondary decomposition and deep learning algorithms. 2421-2438 - Zhongbiao Zhang, Huajun Wang, Shujun Liu, Jiaxin Chen, Zhongyu Zhang, Sen Wang:
Convolution-augmented transformer network for hyperspectral image subspace clustering. 2439-2453 - Zhongbiao Zhang, Huajun Wang, Shujun Liu, Jiaxin Chen, Zhongyu Zhang, Sen Wang:
Correction to: Convolution-augmented transformer network for hyperspectral image subspace clustering. 2455 - Saeed Aftab, Ahsan Leisi, Ali Kadkhodaie:
Reservoir petrophysical Index (RPI) as a robust tool for reservoir quality assessment. 2457-2473 - Gebre Gelete:
Application of hybrid machine learning-based ensemble techniques for rainfall-runoff modeling. 2475-2495 - Selçuk Demir, Emrehan Kutlug Sahin:
Application of state-of-the-art machine learning algorithms for slope stability prediction by handling outliers of the dataset. 2497-2509 - Mert Bezcioglu:
An investigation of the contribution of multi-GNSS observations to the single-frequency precise point positioning method and validation of the global ionospheric maps provided by different IAACs. 2511-2528 - Atefeh Sirous, Mehran Satari, Mehdi Momeni Shahraki, Maryam Pashayi:
A Conditional Generative Adversarial Network for urban area classification using multi-source data. 2529-2543 - Xialin Zhang, JinJun Wen, Qing Sun, ZhenJiang Wang, LuYi Zhang, Peng Liang:
Lithology identification technology of logging data based on deep learning model. 2545-2557 - Ziya Usta, Alper Tunga Akin, Çetin Cömert:
Deep learning aided web-based procedural modelling of LOD2 city models. 2559-2571 - Sogand Karimzadeh, Majid H. Tangestani, Anna Fonseca:
The synergistic use of WorldView-3 and EO1-Hyperion data for the identification of lineaments and hydrothermal alteration minerals in the Chadormalu iron oxide-apatite deposit area, Central Iran. 2573-2593 - Enrique De Jesús Morales-Acuña, Sergio Aguíñiga-García, Rafael Cervantes-Duarte, Jean Linero-Cueto:
Estimation of the desert dust balance and its relationship with environmental factors in the southern Baja California Peninsula. 2595-2613 - Hiroyuki Kikuchi:
Data mining method in seismology by applying cellular automaton equivalence of ground vibration fluctuations recorded near the epicenter of the 2011 Mw 9 East Japan earthquake. 2615-2633 - Nurfairunnajiha Ridzuan, Uznir Ujang, Suhaibah Azri:
3D vectorization and rasterization of CityGML standard in wind simulation. 2635-2647 - Andrean V. H. Simanjuntak, Kutubuddin Ansari:
Spatial time cluster analysis and earthquake mechanism for unknown active fault (Kalatoa fault) in the Flores Sea. 2649-2659 - R. Thirumahal, G. Sudha Sadasivam:
Semantic integration of heterogeneous healthcare data based on hybrid root linked health record ontology. 2661-2674 - Sampad Kumar Panda, Mefe Moses, Kutubuddin Ansari, Janusz Walo:
Ionospheric scintillation characteristics over Indian region from latitudinally-aligned geodetic GPS observations. 2675-2691 - Omer Gokberk Narin, Mevlut Gullu:
A comparison of vertical accuracy of global DEMs and DEMs produced by GEDI, ICESat-2. 2693-2707 - J. Jayachitra, Suganya Devi K, S. V. Manisekaran, Satish Kumar Satti:
An optimal deep learning model for recognition of hidden hazardous weapons in terahertz and millimeter wave images. 2709-2726 - Wenhao Yu, Shangyou Wu, Mengqiu Huang:
MmgFra: A multiscale multigraph learning framework for traffic prediction in smart cities. 2727-2739 - Mingliang Bai, Zhihao Zhou, Yunxiao Chen, Jinfu Liu, Daren Yu:
Accurate four-hour-ahead probabilistic forecast of photovoltaic power generation based on multiple meteorological variables-aided intelligent optimization of numeric weather prediction data. 2741-2766 - Huan Liu, Weitao Li, Weibo Zeng, Ling Bao, Yuqing Mei, Jing Guo, Lei Cheng, Shuangxi Gu:
Influence of adaptive inverse distance weighting method under membership function mapping on the interpolation accuracy of geological boreholes. 2767-2779 - Saba Farshidi, Farshid Farnood Ahmadi, Vahid Sadeghi:
Modeling and prediction of land use land cover change dynamics based on spatio-temporal analysis of optical and radar time series of remotely sensed images. 2781-2793 - Reza Piraei, Majid Niazkar, Seied Hosein Afzali:
Assessment of data-driven models for estimating total sediment discharge. 2795-2812 - Sudhanshu Raghubanshi, Ritesh Agrawal, Bhanu Prakash Rathore:
Enhanced snow cover mapping using object-based classification and normalized difference snow index (NDSI). 2813-2824 - Wenyao Fan, Gang Liu, Qiyu Chen, Zhesi Cui, Zixiao Yang, Qianhong Huang, Xuechao Wu:
Geological model automatic reconstruction based on conditioning Wasserstein generative adversarial network with gradient penalty. 2825-2843 - Michal P. Michalak, Pawel Marzec, Filip Turobos, Paulina Leonowicz, Leslaw Teper, Pawel Gladki, Michael J. Pyrcz, Mariusz Szubert:
A new methodology using borehole data to measure angular distances between geological interfaces. 2845-2863 - Tiantian Shi, Zhonghua Guo, Changhao Li, Xuting Lan, Xiang Gao, Xiang Yan:
Improvement of deep learning Method for water body segmentation of remote sensing images based on attention modules. 2865-2876 - Xingwei Wang, Ran Wang, Yonghui Xin, Haidong Zhang, Xin Han, Wanshan Lei, Gangfeng Wei:
The spatial coordinates projection method for generating digital geologic cross sections from the multi-source terrain and geologic data. 2877-2894 - Stefano Cardia, Biagio Palma, Francesco Langella, Marco Pagano, Mario Parise:
Alternative methods for semi-automatic clusterization and extraction of discontinuity sets from 3D point clouds. 2895-2914 - Jieun Kim, Neal E. Blair:
Biomarker heatmaps: visualization of complex biomarker data to detect storm-induced source changes in fluvial particulate organic carbon. 2915-2924 - Zhipeng Lu, Kebin Shi:
A novel VMD-LHPO-KELM machine learning-based TBM boring parameter prediction. 2925-2938 - Qingbo Yan, Haowen Yan, Liming Zhang, Xiaolong Wang, Pengbo Li, Xiaojing Yan:
DNA dynamic coding-based encryption algorithm for vector map considering global objects. 2939-2954 - Amruta Kale, Ziheng Sun, Xiaogang Ma:
Utility of the Python package Geoweaver_cwl for improving workflow reusability: an illustration with multidisciplinary use cases. 2955-2961 - Özkan Kafadar, Fadime Sertçelik, Hamdullah Livaoglu, Erman Sentürk, Evrim Yavuz, Tahir Serkan Irmak, Seher Gözsüz, Gözde Merter, Bahar Türkyilmaz, Nalan Ceydilek:
ANQDS: a MATLAB based graphical user interface developed for discrimination of the natural and artificial seismic events. 2963-2984 - A. P. Pradeepkumar:
Comment on Saha, S., Saha, A., Roy, B. et al. (2022a) Integrating the particle swarm optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model. Earth Sci Inform 15, 2637-2662. https://doi.org/10.1007/s12145-022-00878-5 and Saha, S., Saha, A., Roy, B. et al. (2022b) correction to: Integrating the particle swarm optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model. Earth Sci Inform 15, 2663-2664 https://doi.org/10.1007/s12145-022-00892-7. 2985-2986 - Sunil Saha, Anik Saha, Bishnu Roy, Raju Sarkar, Dhruv Bhardwaj, Barnali Kundu:
Correction to: Integrating the Particle Swarm Optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model. 2987-2990
Volume 16, Number 4, December 2023
- Ming Li, Xuesong Yan, Ming-zhao Zhang:
A comprehensive review of seismic inversion based on neural networks. 2991-3021 - Weifu Ding, Huihui Sun:
Prediction of PM2.5 concentration based on the weighted RF-LSTM model. 3023-3037 - Melika Tasan, Zahrasadat Ghorbaninasab, Saeid Haji-Aghajany, Alireza Ghiasvand:
Leveraging GNSS tropospheric products for machine learning-based land subsidence prediction. 3039-3056 - Arpitha M, S. A. Ahmed, Harishnaika N:
Land use and land cover classification using machine learning algorithms in google earth engine. 3057-3073 - Arpitha M, S. A. Ahmed, N. Harishnaika:
Correction to: Land use and land cover classification using machine learning algorithms in google earth engine. 3075 - Cenk Sezen:
Pan evaporation forecasting using empirical and ensemble empirical mode decomposition (EEMD) based data-driven models in the Euphrates sub-basin, Turkey. 3077-3095 - Jafar Khalighi, Alexey Cheremisin:
Comparative study of machine learning algorithms in predicting asphaltene precipitation with a novel validation technique. 3097-3111 - Xuan-Hien Le, Duc-Hai Nguyen, Sungho Jung, Giha Lee:
Deep neural network-based discharge prediction for upstream hydrological stations: a comparative study. 3113-3124 - Okan Mert Katipoglu, Metin Sarigöl:
Improving the accuracy of rainfall-runoff relationship estimation using signal processing techniques, bio-inspired swarm intelligence and artificial intelligence algorithms. 3125-3141 - Dingying Yang, Ting Zhang, Alireza Arabameri, M. Santosh, Ujwal Deep Saha, Aznarul Islam:
Flash-flood susceptibility mapping: a novel credal decision tree-based ensemble approaches. 3143-3161 - Chunfang Kong, Yu Li, Kun Dong, Yiping Tian, Kai Xu:
Landslide susceptibility assessment in Qinzhou based on rough set and semi-supervised support vector machine. 3163-3177 - Qiyu Chen, Ruihong Zhou, Cui Liu, Qianhong Huang, Zhesi Cui, Gang Liu:
pyMPSLib: A robust and scalable open-source Python library for mutiple-point statistical simulation. 3179-3190 - Siddharth Garia, Arnab Kumar Pal, Shreya Katre, Satyabrata Nayak, K. Ravi, Archana M. Nair:
Mapping petrophysical properties with seismic inversion constrained by laboratory based rock physics model. 3191-3207 - Kidist Demessie Eshetu, Tena Alamirew, Tekalegn Ayele Woldesenbet:
Interpretable machine learning for predicting evaporation from Awash reservoirs, Ethiopia. 3209-3226 - Siamak Amiri, Ahmad Rajabi, Saeid Shabanlou, Fariborz Yosefvand, Mohammad Ali Izadbakhsh:
Prediction of groundwater level variations using deep learning methods and GMS numerical model. 3227-3241 - Yantong Chen, Jialiang Wang, Yanyan Zhang, Yang Liu:
Arbitrary-oriented ship detection based on Kullback-Leibler divergence regression in remote sensing images. 3243-3255 - Larissa M. P. Parra, Fabrícia C. Santos, Rogério Galante Negri, Marilaine Colnago, Adriano Bressane, Maurício Araújo Dias, Wallace Casaca:
Assessing the impacts of catastrophic 2020 wildfires in the Brazilian Pantanal using MODIS data and Google Earth Engine: A case study in the world's largest sanctuary for Jaguars. 3257-3267 - Saad Khan, Omran Adel, Dietrich Schröder, Christian Sommer, Volker Hochschild, Michael Märker:
A QGIS -plugin for gully erosion modeling. 3269-3282 - Dajie Chen, Qiyu Chen, Zhesi Cui, Ruyi Wang, Gang Liu:
SA-VAE: a novel approach for reservoir characterization based on variational auto-encoder and selective attention mechanism. 3283-3301 - Lin Zhu, Jiahui Wang, Luyi Bai:
A general characterization of integrating and querying heterogeneous fuzzy spatiotemporal XML data. 3303-3321 - Jithendra Thandra, Shaik Sharief Basha:
Analyzing groundwater level with hybrid ANN and ANFIS using metaheuristic optimization. 3323-3353 - Ce Zhang, Wangyong Lv, Ping Zhang, Jiacheng Song:
Multidimensional spatial autocorrelation analysis and it's application based on improved Moran's I. 3355-3368 - Abdullahi Uwaisu Muhammad, Hamza Djigal, Tasiu Muazu, Jibril Muhammad Adam, Abdoul Fatakhou Ba, Umar Sani Dabai, Sani Tijjani, Muhammad Sabo Yahaya, Aliyu Ashiru, Umar Muhammad Mustapha Kumshe, Saddam Aliyu, Faruwa Ajibola Richard:
An autoencoder-based stacked LSTM transfer learning model for EC forecasting. 3369-3385 - Milad Zamanzadeh Talkhouncheh, Shadfar Davoodi, Babak Larki, Mohammad Mehrad, Sina Rashidi, Maher Vasfi:
A new approach to mechanical brittleness index modeling based on conventional well logs using hybrid algorithms. 3387-3416 - Mohammed A. Abbas, Watheq J. Al-Mudhafar, David A. Wood:
Improving permeability prediction in carbonate reservoirs through gradient boosting hyperparameter tuning. 3417-3432 - Ying Liu, Jiaquan Lin, Hui Yue:
Soil respiration estimation in desertified mining areas based on UAV remote sensing and machine learning. 3433-3448 - Mahdieh Hosseinjanizadeh, Mehdi Khorasanipour, Mehdi Honarmand:
Mapping mining waste and identification of acid mine drainage within an active mining area through sub-pixel analysis on OLI and Sentinel-2. 3449-3467 - Shichao Wang, Xiaoge Yu, Yan Li, Shujun Wang, Can Meng:
Application of a hybrid deep learning approach with attention mechanism for evapotranspiration prediction: a case study from the Mount Tai region, China. 3469-3487 - Yunfeng Ge, Kaili Chen, Geng Liu, Huiming Tang, Qian Chen, Weixiang Chen, Zhiguo Xie:
Roughness Estimation of Multi-Scale Rock Joints based on SfM & MVS Photogrammetry with A DSLR Camera in Animation Mode. 3489-3509 - Jiehang Deng, Weiming Wang, Guosheng Gu, Zhiqiang Chen, Jing Liu, Guobo Xie, Shaowei Weng, Lei Ding, Chuan Li:
Wildfire susceptibility prediction using a multisource and spatiotemporal cooperative approach. 3511-3529 - Nasiya Alifah Utami, Arie Wahyu Wijayanto, Setia Pramana, Erni Tri Astuti:
Spatially granular poverty index (SGPI) for urban poverty mapping in Jakarta metropolitan area (JMA): a remote sensing satellite imageries and geospatial big data approach. 3531-3544 - Bisrat Ayalew Yifru, Seoro Lee, Kyoung Jae Lim:
Calibration and uncertainty analysis of integrated SWAT-MODFLOW model based on iterative ensemble smoother method for watershed scale river-aquifer interactions assessment. 3545-3561 - Reza Mohammadi, Amin Nazari, Hatam Abdoli, Mohammad Nassiri:
EQAFR: an energy and QoS aware fuzzy routing for internet of underwater things using SDN. 3563-3577 - Lucas Broseghini Totola, Kátia Vanessa Bicalho, Wilian Hiroshi Hisatugu:
Artificial neural networks for predicting soil water retention data of various Brazilian soils. 3579-3595 - Reza Farzad, Farshad Ahmadi, Ahmad Sharafati, Seyed Abbas Hosseini:
Investigating hybrid deep learning models and meta-heuristic algorithms in predicting evaporation from a reservoir: a case study of Dez dam. 3597-3618 - Telmo dos Santos Klipp, Adriano Petry, Rhauani Weber Aita Fazul, Lucas Ferreira da Silva, Iago da Cunha Corrêa, Andrea Schwertner Charão, André Grahl Pereira:
New approaches to improve nearest neighbors (NN) search in ionospheric simulation system. 3619-3627 - Kai Ma, Shuai Zheng, Miao Tian, Qinjun Qiu, Yongjian Tan, Xinxin Hu, Haiyan Li, Zhong Xie:
CnGeoPLM: Contextual knowledge selection and embedding with pretrained language representation model for the geoscience domain. 3629-3646 - Saurabh Singh, R. Bhatla, Palash Sinha, Manas Pant:
A long-term regional variability analysis of wintertime temperature and its deep learning aspects. 3647-3666 - Kwanele Phinzi, Njoya Silas Ngetar, Quoc Bao Pham, Gashaw Gismu Chakilu, Szilárd Szabó:
Understanding the role of training sample size in the uncertainty of high-resolution LULC mapping using random forest. 3667-3677 - Rong Chen, Guanghui Li, Chenglong Dai:
Spectral-spatial dynamic graph convolutional network for hyperspectral image classification. 3679-3695 - Ankit Kumar, Suresh Pandian Elumalai:
Application of artificial neural network to screen out the dominant meteorological parameters for prediction of air temperature. 3697-3716 - Andrea Lupi, Marco Luppichini, Michele Barsanti, Monica Bini, Roberto Giannecchini:
Machine learning models to complete rainfall time series databases affected by missing or anomalous data. 3717-3728 - Pavel A. Dmitriev, Boris L. Kozlovsky, Anastasiya A. Dmitrieva, Tatiana V. Varduni:
Classification of invasive tree species based on the seasonal dynamics of the spectral characteristics of their leaves. 3729-3743 - Saroj Karki, Suchana Acharya, Ashok Raj Gautam:
Evaluation of vertical accuracy of open access DEMs across different physiographic regions and river basins of Nepal. 3745-3764 - Nizar Polat:
UAV-based investigation of earthquake-induced deformation and landscape changes: a case study of the February 6, 2023 Earthquakes in Hatay, Türkiye. 3765-3777 - Parastoo Amirzehni, Saeed Samadianfard, Amir Hossein Nazemi, Ali Ashraf Sadraddini:
Evaluating capabilities of the spline and cubic spline interpolation functions in reference evapotranspiration estimation implementing satellite image data. 3779-3795 - Nazanin Naseri, Raoof Mostafazadeh:
Spatial relationship of Remote Sensing Ecological Indicator (RSEI) and landscape metrics under urban development intensification. 3797-3810 - Jesús Barrena-González, V. Anthony Gabourel-Landaverde, Jorge Mora, Francisco Lavado-Contador, Manuel Pulido Fernández:
Exploring soil property spatial patterns in a small grazed catchment using machine learning. 3811-3838 - Aida Bakhshi, Parisa Alamdari, Ahmad Heidari, Mohmmad Hossein Mohammadi:
Estimating soil-water characteristic curve (SWCC) using machine learning and soil micro-porosity analysis. 3839-3860 - Carmen Valdivieso-Ros, Francisco Alonso-Sarría, Francisco Gomariz-Castillo:
Impact of segmentation algorithms on multisensor LULC classification in a semiarid Mediterranean area. 3861-3883 - Tran Thi Ngan, Ha Gia Son, Michael Omar, Nguyen Truong Thang, Long Giang Nguyen, Tran Manh Tuan, Nguyen Anh Tho:
A hybrid of RainNet and genetic algorithm in nowcasting prediction. 3885-3894 - Omer Mohamed Egeh, Christophe Chesneau, Abdisalam Hassan Muse:
Exploring hybrid models for forecasting CO2 emissions in drought-prone Somalia: a comparative analysis. 3895-3912 - Hamed Ghanbarnejad Moghanloo, Mohammad Ali Riahi:
Integrating watershed segmentation algorithm and supervised Bayesian classification for the assessment of petrophysical parameters, pore properties, and lithofacies: a case study from Abadan Plain, SW Iran. 3913-3930 - Rabiu Aliyu Abdulkadir, Mohammad Kamrul Hasan, Shayla Islam, Thippa Reddy Gadekallu, Bishwajeet Pandey, Nurhizam Safie, Mikael Syväjärvi, Mohamed Nasor:
Novel residual hybrid machine learning for solar activity prediction in smart cities. 3931-3945 - Asha Dhole, Rakesh Kadaverugu, Sagar Tomar, Rajesh Biniwale, Asheesh Sharma:
Impact of land cover classes on surface temperature in the vicinity of urban lakes and vegetation patches: A non-parametric regression analysis over decadal data. 3947-3961 - Yan Li, Xue Qin, Daoheng Zhu:
Nearshore significant wave height prediction based on MIC-LSTM model. 3963-3979 - Fajar Yulianto, Mardi Wibowo, Ardila Yananto, Dhedy Husada Fadjar Perdana, Edwin Adi Wiguna, Yudhi Prabowo, Nurkhalis Rahili, Amalia Nurwijayanti, Marindah Yulia Iswari, Esti Ratnasari, Amien Rusdiutomo, Sapto Nugroho, Andan Sigit Purwoko, Hilmi Aziz, Imam Fachrudin:
Coastal vulnerability assessment using the machine learning tree-based algorithms modeling in the north coast of Java, Indonesia. 3981-4008 - Thanh Trinh, Binh Thanh Luu, Duong Huy Nguyen, Trang Ha Thi Le, Son Van Pham, Nhung Vuongthi:
A study of non-landslide samples and weights for mapping landslide susceptibility using regression and clustering methods. 4009-4034 - Suvam Das, Priyanka Sharma, Anindya Pain, Debi Prasanna Kanungo, Shantanu Sarkar:
Deep learning based landslide detection using open-source resources: Opportunities and challenges. 4035-4052 - Yamini Priya R, Manjula R:
Enhanced streamflow prediction using SWAT's influential parameters: a comparative analysis of PCA-MLR and XGBoost models. 4053-4076 - Milad Sharafi, Hamed Talebi, Saeed Samadianfard, Ramendra Prasad:
A novel method for estimating daily evapotranspiration based on one, two, and three-day meteorological records using the long short-term memory model combined with feedforward neural networks. 4077-4095 - Luyuan Wang, Chao Zhang, Rui Geng, Yuqi Li, Jijie Song, Bin Wang, Fanghua Cui:
The discrimination of tectonic settings using trace elements in magmatic zircons: A machine learning approach. 4097-4112 - Zhi Yu, Jian Zhou, Liuqing Hu:
Prediction of compressive strength of granite: use of machine learning techniques and intelligent system. 4113-4129 - Chao Liu:
Optimization of negative sample selection for landslide susceptibility mapping based on machine learning using K-means-KNN algorithm. 4131-4152 - Divesh Ranjan Kumar, Pijush Samui, Warit Wipulanusat, Suraparb Keawsawasvong, Kongtawan Sangjinda, Wittaya Jitchaijaroen:
Machine learning approaches for prediction of the bearing capacity of ring foundations on rock masses. 4153-4168 - Ayyub Alzahem, Wadii Boulila, Anis Koubaa, Zahid Khan, Ibrahim Alturki:
Improving satellite image classification accuracy using GAN-based data augmentation and vision transformers. 4169-4186 - Yafeng Li, Yongzhi Yang, Xiaoyun Yan, Yingjie Li:
Engineering Applications of Urban Green Space Planning in Mountainous Areas: An Improved Structure-based RS Land Class Information Extraction Method for U-Net Networks. 4187-4198 - Akanksha Sangwan, Sudesh Choudhary, Vijay Anand, Nand Kumar, Ashwani Kumar, Mahesh Kumar Jat, Rayees Ahmed:
A mathematical model for temperature-reducing potential of urban greenspaces. 4199-4211 - Vikas Kumar Rana, Nguyen Thi Thuy Linh, Pakorn Ditthakit, Ismail Elkhrachy, Trinh Trong Nguyen, Nguyet-Minh Nguyen:
Mapping and analysing framework for extreme precipitation-induced flooding. 4213-4234 - Franco Pavese:
The choice of cartographic system on the calculation of Earth's surface parameters from maps, namely of the GMST. 4235-4241 - Sinan Akiska, Elif Akiska, Yesim Güney:
Estimation of loss on ignition values of the magnesite minerals using robust multiple regression. 4243-4255 - Shaohu Li:
Periodic law patterns of sequence stratigraphy. 4257-4271 - Zhipeng Lu, Kebin Shi:
Anomaly detection method for TBM construction based on improved VMD-XGBoost-BILSTM combined model. 4273-4284 - B. G. Kodge:
Extraction and analysis of snow covered area from high resolution satellite imageries using K-means clustering. 4285-4291 - Zhengyan Wu, Jilin He, Chao Huang, Renshan Yao:
A novel feature fusion-based stratum image recognition method for drilling rig. 4293-4311 - Glauston R. T. de Lima, Rochane de Oliveira Caran, Luiz Ferreira de Aguiar Filho:
Use of neural network as a support tool in water level forecasting and issuing flash floods early warnings to three small Brazilian urban watersheds. 4313-4326 - William Hatheway, Hosni Snoun, Haseeb Ur Rehman, Anthony Mwanthi:
WRF-MOSIT: a modular and cross-platform tool for configuring and installing the WRF model. 4327-4336
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