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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