Ausgabe 1/2022
Inhalt (53 Artikel)
A review of downscaling methods of satellite-based precipitation estimates
Arman Abdollahipour, Hassan Ahmadi, Babak Aminnejad
What is this article about? Generative summarization with the BERT model in the geosciences domain
Kai Ma, Miao Tian, Yongjian Tan, Xuejing Xie, Qinjun Qiu
Optimized water depth retrieval using satellite imageries based on novel algorithms
Kazem Rangzan, Mostafa Kabolizadeh, Danya Karimi
A comparative study of the cost–benefit strategy with the learning ensembles of decision stumps in polymetallic prospectivity modelling
Yongliang Chen, Yuanqing Zhang, Yulei Tan
Characterization of hydrothermal alteration along geothermal wells using unsupervised machine-learning analysis of X-ray powder diffraction data
Kazuya Ishitsuka, Hiroki Ojima, Toru Mogi, Tatsuya Kajiwara, Takeshi Sugimoto, Hiroshi Asanuma
Correction to: Characterization of hydrothermal alteration along geothermal wells using unsupervised machine-learning analysis of X-ray powder diffraction data
Kazuya Ishitsuka, Hiroki Ojima, Toru Mogi, Tatsuya Kajiwara, Takeshi Sugimoto, Hiroshi Asanuma
A comparison of various machine learning approaches performance for prediction suspended sediment load of river systems: a case study in Malaysia
Marwah Sattar Hanoon, Alharazi Abdulhadi Abdullatif B, Ali Najah Ahmed, Arif Razzaq, Ahmed H. Birima, Ahmed El-Shafie
Engineering application of fuzzy evaluation based on comprehensive weight in the selection of geophysical prospecting methods
Maoxin Su, Congcong Li, Yiguo Xue, Peng Wang, Kai Cheng, Yimin Liu
Capability of an Elman Recurrent Neural Network for predicting the non-linear behavior of airborne pollutants
David Barrero-González, Julio A. Ramírez-Montañez, Marco A. Aceves-Fernández, Juan M. Ramos-Arreguín
Geospatial quantitative analysis of the Aral Sea Shoreline changes using RS and GIS techniques
Qunying Wu, Hui Yue, Ying Liu, Enke Hou
A grid interpolation technique for anomaly separation of stream sediments geochemical data based on catchment basin modelling, U-statistics and fractal
Amir Salimi, Ali Rafiee
Study on the identification and dynamics of green vision rate in Jing’an district, Shanghai based on deeplab V3 + model
Aiping Gou, Chi Zhang, Jiangbo Wang
Correction to: Study on the identification and dynamics of green vision rate in Jing’an district, Shanghai based on deeplab V3 + model
Aiping Gou, Chi Zhang, Jiangbo Wang
Computation unit architecture for satellite image processing systems
A. Azhagu Jaisudhan Pazhani
A novel approach for predicting the tc center of remotely sensed images using pso based density matrix
S. Mohammad Malik Mubeen, M. Shanmuga Priya, M. Vijayaraj
Identifying the spatial distribution of Prosopis Juliflora using Hyperion imagery
Vignesh Kumar M
Accuracy evaluation and improvement of common DEM in Hubei Region based on ICESat/GLAS data
Mengjie Hu, Shen Ji
Integration of satellite geodetic observations for regional geoid modeling using remove-compute-restore technique
Ikechukwu Kalu, Christopher E. Ndehedehe, Onuwa Okwuashi, Aniekan E. Eyoh
An effective approach of CNN based hybrid Meta- heuristic optimization classifier for retrieving satellite images
Mohammad Malik Mubeen S., Shanmuga Priya M., Vijayaraj M.
Spatial–temporal evolution pattern and prediction analysis of flood disasters in China in recent 500 years
Cuixia Wei, Bing Guo, Hailing Zhang, Baomin Han, Xiangshen Li, Huihui Zhao, Yuefeng Lu, Chao Meng, Xiangzhi Huang, Wenqian Zang, Hongwei Wu
Regional climate fluctuation analysis using convolutional neural networks
Shigeoki Moritani, Takuro Sega, Sachinobu Ishida, Swe Swe Mar, Bouya Ahmed Ould Ahmed
An ensemble method to forecast 24-h ahead solar irradiance using wavelet decomposition and BiLSTM deep learning network
Pardeep Singla, Manoj Duhan, Sumit Saroha
Reverting rupture processes based on fast synthesized 3D Green’s functions: application to the 2010 EI mayor-Cucapah earthquake and the 2017 Jiuzhaigou earthquake
Jiemin Wang, Yuanyuan Liang, Zhijun Feng, Pifeng Ma, Liang Wang, Haitao Yin
Identification of forest disturbance and estimation of forest age in subtropical mountainous areas based on Landsat time series data
Shibin Ma, Zhongfa Zhou, Yongrong Zhang, Yulun An, GuangBin Yang
Correction to: Identification of forest disturbance and estimation of forest age in subtropical mountainous areas based on Landsat time series data
Shibin Ma, Zhongfa Zhou, Yongrong Zhang, Yulun An, GuangBin Yang
Three-dimensional hydrogeological modeling method and application based on TIN-GTP-TEN
Liang He, Junru Zhang, Suozhong Chen, Manqing Hou, Junyi Chen
Applying different soft computing methods to predict mechanical properties of carbonate rocks based on petrographic and physical properties
Hadi Fattahi, Mohammad Ali Shirinzade
A comparative study of threshold selection methods for change detection from very high-resolution remote sensing images
Huaqiao Xing, Linye Zhu, Bingyao Chen, Chang Liu, Jingge Niu, Xuehan Li, Yongyu Feng, Wenbo Fang
Hyperspectral image classification based on optimized convolutional neural networks with 3D stacked blocks
Xiaoxia Zhang, Yong Guo, Xia Zhang
Application of TOPSIS water abundance comprehensive evaluation method for karst aquifers in a lead zinc mine, China
Qiang Li, Wanghua Sui, Bangtao Sun, Dongli Li, Shibo Yu
A general characterization of representing spatiotemporal data and determining topological relations based on OWL
Xiangfu Meng, Lin Zhu, Yan Wang, Xiaoyan Zhang
Text visualization for geological hazard documents via text mining and natural language processing
Ying Ma, Zhong Xie, Gang Li, Kai Ma, Zhen Huang, Qinjun Qiu, Hui Liu
Analysis of geomorphologic features of the circular structure in the south of Lufeng Dinosaur Valley
Hu Lin, Gan Shu, Yuan Xiping, Yang MingLong, Gao Sha, Bi Rui, Li Yan
An inter-comparison of different PSO-optimized artificial intelligence algorithms for thermal-based soil moisture retrieval
Negin Behnia, Mohammad Zare, Vahid Moosavi, Seyed Jamaleddin Khajeddin
Using remote sensing data for geological mapping in semi-arid environment: a machine learning approach
Abdelhafid El Alaoui El Fels, Mustapha El Ghorfi
Assessment of land-use dynamics of the Aravalli range (India) using integrated geospatial and CART approach
Alok Raj, Laxmi Kant Sharma
Evaluating quality of surface water resources by ANN and ANFIS networks using Sentinel-2 satellite data
Mostafa Kabolizadeh, Kazem Rangzan, Sajad Zareie, Mohsen Rashidian, Hossein Delfan
Efficient weighted naive bayes classifiers to predict air quality index
Jasleen Kaur Sethi, Mamta Mittal
Object detection in satellite images by faster R-CNN incorporated with enhanced ROI pooling (FrRNet-ERoI) framework
A. Azhagu Jaisudhan Pazhani, C. Vasanthanayaki
Seismic Hazard Analysis from Deterministic Method Using Fuzzy Logic in Anzali Port
Narges Afsari, Mohammad Saleh Abdipour, Fataneh Taghizadeh-Farahmand
Extraction of temporal information from social media messages using the BERT model
Kai Ma, Yongjian Tan, Miao Tian, Xuejing Xie, Qinjun Qiu, Sanfeng Li, Xin Wang
Real time deep learning framework to monitor social distancing using improved single shot detector based on overhead position
Bharathi Gopal, Anandharaj Ganesan
Numerical simulation to estimate the conductive thermal state model – Mexican EGS zones as study cases
Orlando Miguel Espinoza-Ojeda, Elizabeth Rivera-Calderón, Paloma Tonally Sánchez-Sánchez
Forecasting urban water consumption using bayesian networks and gene expression programming
Pezhman Mousavi-Mirkalaei, Abbas Roozbahani, Mohammad Ebrahim Banihabib, Timothy O. Randhir
Analysis of Influence Mechanism of Spatial Distribution of Incoming Solar Radiation Based on DEM
Chuanhong Zhang, Yubin Guo, Zhengwei He, Li He, Huixi Xu
A method for estimating the probability of glacial lake outburst floods based on logistic regression and geodetector: a case study of the Himalayan region
Xiangqi He, Zhoufeng Wang, Chengwu Wang, Shijin Wang, Shangjie Fan, Yilong Zeng
Natural disaster risk assessment in tourist areas based on multi scenario analysis
Xinliang Ye, Jiahong Wen, Zhongfu Zhu, Ruihong Sun
Framework for developing IDF curves using satellite precipitation: a case study using GPM-IMERG V6 data
Kasi Venkatesh, Rathinasamy Maheswaran, Jarajapu Devacharan
Computer-assisted program for water Calco-Carbonic equilibrium computation
Abdelkader Hachemi, Ayoub Zeroual
GEOstats: an excel-based data analysis program applying basic principles of statistics for geological studies
Mesut Gündüz, Kürşad Asan
A practical software package for computing gravimetric geoid by the least squares modification of Hotine’s formula
Ramazan Alpay Abbak, Artu Ellmann, Aydin Ustun
An automated land surface temperature modelling tool box designed using spatial technique for ArcGIS
Farhan Khan, Bhumika Das, R. K. Mishra