Ausgabe 6/2024
Inhalt (57 Artikel)
Estimation of soil salinity using satellite-based variables and machine learning methods
- REVIEW
Wanli Wang, Jinguang Sun
Data-driven AHP: a novel method for porphyry copper prospectivity mapping in the Varzaghan District, NW Iran
- REVIEW
Mobin Saremi, Abbas Maghsoudi, Zohre Hoseinzade, Ahmad Reza Mokhtari
Extraction of maize canopy temperature and variation factor analysis based on multi-source unmanned aerial vehicle remote sensing data
- Research
Liting Zhai, Wenpan Yang, Changchun Li, Chunyan Ma, Xifang Wu, Ruilong Zhang
Analysis of summer high temperature observations based on different sub surfaces
- RESEARCH
Jiajia Zhang, Genghua Zhu, Jianan Yin, Jing Ma, Xiangru Kong
Analysis of the temporal and spatial changes of ecological environment quality using the optimization remote sensing ecological index in the middle Yellow River Basin, China
- Open Access
- RESEARCH
Guanwen Li, Naichang Zhang, Yongxiang Cao, Zhaohui Xia, Chenfang Bao, Liangxin Fan, Sha Xue
Machine learning algorithms for building height estimations using ICESat-2/ATLAS and Airborne LiDAR data
- RESEARCH
Muge Agca, Aslıhan Yucel, Efdal Kaya, Ali İhsan Daloglu, Mert Kayalık, Mevlut Yetkin, Femin Yalcın
Probabilistic quantile multiple fourier feature network for lake temperature forecasting: incorporating pinball loss for uncertainty estimation
- Open Access
- Research
Siyuan Liu, Jiaxin Deng, Jin Yuan, Weide Li, Xi’an Li, Jing Xu, Shaotong Zhang, Jinran Wu, You-Gan Wang
Relating Urban Land Surface Temperature to Vegetation Leafing using Thermal Imagery and Vegetation Indices
- Open Access
- RESEARCH
C. Munyati
Developing a dynamic/adaptive geofencing algorithm for HVTT cargo security in road transport
- Open Access
- RESEARCH
Jakub Kuna, Dariusz Czerwiński, Wojciech Janicki, Piotr Filipek
River flood prediction through flow level modeling using multi-attention encoder-decoder-based TCN with filter-wrapper feature selection
- RESEARCH
G. Selva Jeba, P. Chitra
A novel spectral-spatial 3D auxiliary conditional GAN integrated convolutional LSTM for hyperspectral image classification
- Research
Pallavi Ranjan, Ashish Girdhar, Ankur, Rajeev Kumar
Comparison of support vector machines (SVMs) and the learning vector quantization (LVQ) techniques for geological domaining: a case study from Darehzar porphyry copper deposit, SE Iran
- Research
Maliheh Abbaszadeh, Vahid Khosravi, Amin Beiranvand Pour
Streamflow forecasting with deep learning models: A side-by-side comparison in Northwest Spain
- Open Access
- Research
Juan F. Farfán-Durán, Luis Cea
Conceptual modelling of sensor-based geographic data: interoperable approach with real-time air quality index (AQI) dashboard
- Research
Rabia Bovkir, Arif Cagdas Aydinoglu
Predicting galaxy morphology using attention-enhanced ResNets
- Research
Akshit Gupta, Kanwarpreet Kaur, Neeru Jindal
Two-stage forecasting of TCN-GRU short-term load considering error compensation and real-time decomposition
- RESEARCH
Yang Li, Yongsheng Ye, Yanlong Xu, Lili Li, Xi Chen, Jianghua Huang
Forest growing stock volume mapping with accompanying uncertainty in heterogeneous landscapes using remote sensing data
- Research
Azamat Suleymanov, Ruslan Shagaliev, Larisa Belan, Ekaterina Bogdan, Iren Tuktarova, Eduard Nagaev, Dilara Muftakhina
A diverse underwater image formation model for underwater image restoration
- Research
Sami Ullah, Najmul Hassan, Naeem Bhatti
Exploring advanced machine learning techniques for landslide susceptibility mapping in Yanchuan County, China
- Research
Wei Chen, Chao Guo, Fanghao Lin, Ruixin Zhao, Tao Li, Paraskevas Tsangaratos, Ioanna Ilia
Enriching building function classification using Large Language Model embeddings of OpenStreetMap Tags
- Open Access
- RESEARCH
Abdulkadir Memduhoğlu, Nir Fulman, Alexander Zipf
Prediction of soil classification in a metro line from seismic wave velocities using soft computing techniques
- RESEARCH
Hosein Chatrayi, Farnusch Hajizadeh, Behzad Shakouri
Application of SVC, k-NN, and LDA machine learning algorithms for improved prediction of Bioturbation: Example from the Subei Basin, China
- RESEARCH
Jonathan Atuquaye Quaye, Kwame Sarkodie, Zaixing Jiang, Chenlin Hu, Joshua Agbanu, Stephen Adjei, Baiqiang Li
A debris flow susceptibility mapping study considering sample heterogeneity
- Research
Ruiyuan Gao, Di Wu, Hailiang Liu, Xiaoyang Liu
Estimating soil organic carbon using sentinel-2 data under zero tillage agriculture: a machine learning approach
- Research
Lawrence Mango, Nuthammachot Narissara, Som-ard Jaturong
A method for landslide identification and detection in high-precision aerial imagery: progressive CBAM-U-net model
- Research
Hanjie Lin, Li Li, Yue Qiang, Xinlong Xu, Siyu Liang, Tao Chen, Wenjun Yang, Yi Zhang
Using wavelet transform to analyze the dynamics of climatic variables; to assess the status of available water resources in Iran (1961–2020)
- RESEARCH
Ali Rezaee, Abolfazl Mosaedi, Aliasghar Beheshti, Azar Zarrin
MSCANet: A multi-scale context-aware network for remote sensing object detection
- Research
Huaping Zhou, Weidong Liu, Kelei Sun, Jin Wu, Tao Wu
Landslide susceptibility prediction and mapping in Taihang mountainous area based on optimized machine learning model with genetic algorithm
- Research
Junjie Jiang, Qizhi Wang, Shihao Luan, Minghui Gao, Huijie Liang, Jun Zheng, Wei Yuan, Xiaolei Ji
Personalized federated learning for improving radar based precipitation nowcasting on heterogeneous areas
- Open Access
- Research
Judith Sáinz-Pardo Díaz, María Castrillo, Juraj Bartok, Ignacio Heredia Cachá, Irina Malkin Ondík, Ivan Martynovskyi, Khadijeh Alibabaei, Lisana Berberi, Valentin Kozlov, Álvaro López García
Subsurface structural mapping of the Ba Na area (Vietnam) utilizing aeromagnetic data
- Research
Luan Thanh Pham, Pham Trung Hieu, Van-Hao Duong, Thao Hoang-Minh, To-Nhu Thi Ngo, Dong Van Bui
Analyzing meteorological factors for forecasting PM10 and PM2.5 levels: a comparison between MLR and MLP models
- Research
Nastaran Talepour, Yaser Tahmasebi Birgani, Frank J. Kelly, Neamatollah Jaafarzadeh, Gholamreza Goudarzi
Integrating geospatial data and multi-criteria analysis for mapping and evaluating the mineralization potential of the Dschang pluton (Western Cameroon)
- RESEARCH
Eric Martial Fozing, Jules Tcheumenak Kouémo, Sawadogo Sâga, Boris Chako Tchamabé, Safianou Ousmanou, Staelle Foka Koagne, Marie Madeleine Nguimezap, Maurice Kwékam
A surrogate model-based ESM parameter tuning scientific workflow management framework for HPC
- Research
Liang Hu, Xianwei Wu, Xilong Che
Application of artificial neural network and least squares regression technique in developing novel models for predicting rock parameters
- RESEARCH
C. C. Agoha, A. I. Opara, D. C. Bartholomew, L. J. Osaki, U. K. Agoha, J. O. Njoku, F. B. Akiang, E. T. Epuerie, O. C. Ibe
Study on slope stability of ionic rare earth ore combined with chemical action under environmental application
- RESEARCH
YunChuan Deng, HongDong Yu, ShiJie Kang, Jie Yang, YinHua Wan
Determination of the stress concentration factor adjacent an extracted underground coal panel using the CART and MARS algorithms
- RESEARCH
Mohammad Rezaei, Hazhar Habibi, Mostafa Asadizadeh
A novel data-driven model for real-time prediction of static Young's modulus applying mud-logging data
- RESEARCH
Shadfar Davoodi, Mohammad Mehrad, David A. Wood, Mohammed Al-Shargabi, Grachik Eremyan, Tamara Shulgina
A hybrid approach consisting of 3D depthwise separable convolution and depthwise squeeze-and-excitation network for hyperspectral image classification
- RESEARCH
Mehmet Emin Asker, Mustafa Güngör
A framework for microscopic grains segmentation and Classification for Minerals Recognition using hybrid features
- Research
Ghazanfar Latif, Kévin Bouchard, Julien Maitre, Arnaud Back, Léo Paul Bédard
Drought index time series forecasting via three-in-one machine learning concept for the Euphrates basin
- RESEARCH
Levent Latifoğlu, Savaş Bayram, Gaye Aktürk, Hatice Citakoglu
Time series land subsidence monitoring and prediction based on SBAS-InSAR and GeoTemporal transformer model
- RESEARCH
Jiayi Zhang, Jian Gao, Fanzong Gao
Feature-adaptive FPN with multiscale context integration for underwater object detection
- RESEARCH
Shikha Bhalla, Ashish Kumar, Riti Kushwaha
Estimation of the elastic modulus of basaltic rocks using machine learning methods
- Research
Nurgul Yesiloglu-Gultekin, Ayhan Dogan
Predictive Genetic Programming Approaches for Swell-Shrink Soil Compaction
- RESEARCH
Fazal E. Jalal, Xiaohua Bao, Maher Omar
A self-supervised missing trace interpolation framework for seismic data reconstruction
- Research
Ming Li, Xue-song Yan, Cheng-yu Hu
A comprehensive study on the application of soft computing methods in predicting and evaluating rock fragmentation in an opencast mining
- Research
Ahsan Rabbani, Hanan Samadi, Yewuhalashet Fissha, Surya Prakash Agarwal, Sachin Balsara, Anubhav Rai, Youhei Kawamura, Sushila Sharma
The analysis of the long-term trend of extreme precipitation and discharge in Burundi
- RESEARCH
Ayse Claire Ignaline Gatore, Seon-Ho Kim, Peiman Parisouj, Deg-Hyo Bae
Artificial intelligence for predicting arctic permafrost and active layer temperatures along the Alaskan North Slope
- Open Access
- Research
Robert Chance, Aymane Ahajjam, Jaakko Putkonen, Timothy Pasch
Mineralogical mapping and lithological discrimination by using ASTER remote sensing data in the Chitral region, Khyber Pakhtunkhwa, Northern Pakistan
- Research
Nazir Ul Islam, Qunjia Zhang, Weiwei Qiu, Lei Liu, Yasir Shaheen Khalil, Said Mukhtar Ahmad, Waqar Ahmad
EASKAM: enhanced adaptive source-selection kernel with attention mechanism for hyperspectral image classification
- Methodology
Ahmed R. El-gabri, Hussein A. Aly, Mohamed A. Elshafey, Tarek S. Ghoniemy
DSCANet: underwater acoustic target classification using the depthwise separable convolutional attention module
- Methodology
Chonghua Tang, Gang Hu
Correction: Extraction of maize canopy temperature and variation factor analysis based on multi-source unmanned aerial vehicle remote sensing data
- Correction
Liting Zhai, Wenpan Yang, Changchun Li, Chunyan Ma, Xifang Wu, Ruilong Zhang
