1. Classification and detection of natural disasters using machine learning and deep learning techniques: A review

   • Kibitok Abraham
   • Moataz Abdelwahab
   • Mohammed Abo-Zahhad

   Review 28 December 2023 Pages: 869 - 891

   

2. Extraction of Surface Water Bodies using Optical Remote Sensing Images: A Review

   • R Nagaraj
   • Lakshmi Sutha Kumar

   Review 12 February 2024 Pages: 893 - 956

   

3. A systematic review of Earthquake Early Warning (EEW) systems based on Artificial Intelligence

   • Pirhossein Kolivand
   • Peyman Saberian
   • Seyed Mohammad Ayyoubzadeh

   Review 24 February 2024 Pages: 957 - 984

   

4. Constraint information extraction for 3D geological modelling using a span-based joint entity and relation extraction model

   • Can Zhuang
   • Chunhua Liu
   • Bohan Liu

   RESEARCH 16 February 2024 Pages: 985 - 998

   

5. Quantitative study on color characteristics of urban park landscapes based on K-means clustering and SD. method

   • Jingyang Feng
   • Kai Zhang
   • Lingqing Zhang

   Research 27 January 2024 Pages: 999 - 1012

   

6. AI powered road network prediction with fused low-resolution satellite imagery and GPS trajectory

   • Necip Enes Gengec
   • Ergin Tari
   • Ulas Bagci

   Research 03 January 2024 Pages: 1013 - 1029

   

7. Comparison of neural networks techniques to predict subsurface parameters based on seismic inversion: a machine learning approach

   • Nitin Verma
   • S. P. Maurya
   • Richa Singh

   RESEARCH 05 January 2024 Pages: 1031 - 1052

   

8. Research on satellite data-driven algorithm for ground-level ozone concentration inversion: case of Yunnan, China

   • Weiqiang Yu
   • Tao Feng
   • Rui Liu

   RESEARCH 08 January 2024 Pages: 1053 - 1066

   

9. Cross-sections compilation-adjustment method based on 2D-3D linkage in regional three dimensional geological modeling

   • Xuechao Wu
   • Gang Liu
   • Yongjin Wu

   Research 16 January 2024 Pages: 1067 - 1092

   

10. Exploring effect of scale dependency in LST downscaling – using convolution neural network-extreme learning machine (CNN-ELM)

    • Jidnyasa Patil
    • Sandeep Maithani
    • Surendra Kumar Sharma

    RESEARCH 14 February 2024 Pages: 1093 - 1104

    

11. Rainfall variability over multiple cities of India: analysis and forecasting using deep learning models

    • Jagabandhu Panda
    • Nistha Nagar
    • Sanjeev Singh

    RESEARCH 06 February 2024 Pages: 1105 - 1124

    

12. Impacts of DEM type and resolution on deep learning-based flood inundation mapping

    • Mohammad Fereshtehpour
    • Mostafa Esmaeilzadeh
    • Steven J. Burian

    Research 07 February 2024 Pages: 1125 - 1145

    

13. Estimating soil surface moisture by using landsat 8 and sentinel 2 satellites techniques depending on the stepwise decision tree

    • Khalil Ghorbani
    • Parvin Zolfaghary
    • Esmaeil Valizadeh

    RESEARCH 28 December 2023 Pages: 1147 - 1160

    

14. Deep neural network modeling of river discharge in a tropical humid watershed

    • Benjamin Nnamdi Ekwueme

    RESEARCH 12 January 2024 Pages: 1161 - 1177

    

15. Urban building function classification based on multisource geospatial data: a two-stage method combining unsupervised and supervised algorithms

    • Shouhang Du
    • Meiyun Zheng
    • Peiyi Liu

    Research 13 February 2024 Pages: 1179 - 1201

    

16. K-Means Featurizer: A booster for intricate datasets

    • Kouao Laurent Kouadio
    • Jianxin Liu
    • Wenxiang Liu

    RESEARCH 15 February 2024 Pages: 1203 - 1228

    

17. Assessment of rainfall and climate change patterns via machine learning tools and impact on forecasting in the City of Kigali

    • Hussein Bizimana
    • Abdusselam Altunkaynak
    • Abdulkadir Baycan

    Research 25 January 2024 Pages: 1229 - 1243

    

18. Thermodynamic state shift observed prior to the 2011 Mw 9 East Japan earthquake through data mining using cellular automaton

    • Hiroyuki Kikuchi

    Research 26 January 2024 Pages: 1245 - 1260

    

19. 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

    • Sadra Shadkani
    • Sajjad Hashemi
    • Alireza Barzgari Lahijan

    Research 30 January 2024 Pages: 1261 - 1280

    

20. A compound approach for ten-day runoff prediction by coupling wavelet denoising, attention mechanism, and LSTM based on GPU parallel acceleration technology

    • Yi-yang Wang
    • Wen-chuan Wang
    • Hong-fei Zang

    RESEARCH 10 January 2024 Pages: 1281 - 1299

    

21. Assessment of 30 gridded precipitation datasets over different climates on a country scale

    • Alireza Araghi
    • Jan F. Adamowski

    RESEARCH 17 January 2024 Pages: 1301 - 1313

    

22. Reservoir porosity assessment and anomaly identification from seismic attributes using Gaussian process machine learning

    • Maulana Hutama Rahma Putra
    • Maman Hermana
    • Said Jadid A. Kadir

    Research Open access 08 February 2024 Pages: 1315 - 1327

    

23. A SMOTified extreme learning machine for identifying mineralization anomalies from geochemical exploration data: a case study from the Yeniugou area, Xinjiang, China

    • Alina Shayilan
    • Yongliang Chen

    RESEARCH 12 February 2024 Pages: 1329 - 1343

    

24. Geological structure identification of coalbed methane reservoir based on trend surface and curvature analysis algorithms

    • Guoxu Chen
    • Ruirui Li
    • Zhongcheng Li

    RESEARCH 25 January 2024 Pages: 1345 - 1358

    

25. An effective underwater image enhancement based on the fusion of CLAHE and image constancy sharpening technique

    • Hena Prince
    • Binesh T

    Research 26 January 2024 Pages: 1359 - 1372

    

26. Exploitation of the ensemble-based machine learning strategies to elevate the precision of CORDEX regional simulations in precipitation projection

    • Alireza Ghaemi
    • Seyed Arman Hashemi Monfared
    • Mohammad Zounemat-Kermani

    Research 03 February 2024 Pages: 1373 - 1392

    

27. 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

    • Hamed Nikravesh
    • Ali Ranjbar
    • Reza Azin

    RESEARCH 29 December 2023 Pages: 1393 - 1410

    

28. Multifractal Scaling characteristics of lineament networks of a fractured sandstone aquifer system

    • Safia Abdi
    • Mohamed Chettih

    RESEARCH 15 January 2024 Pages: 1411 - 1432

    

29. Flood susceptibility mapping through geoinformatics and ensemble learning methods, with an emphasis on the AdaBoost-Decision Tree algorithm, in Mazandaran, Iran

    • Maryam Jahanbani
    • Mohammad H. Vahidnia
    • Zahra Azizi

    Research 15 January 2024 Pages: 1433 - 1457

    

30. Comparison of tree-based ensemble learning algorithms for landslide susceptibility mapping in Murgul (Artvin), Turkey

    • Ziya Usta
    • Halil Akıncı
    • Alper Tunga Akın

    RESEARCH Open access 04 March 2024 Pages: 1459 - 1481

    

31. Multi-objective optimal allocation of water resources based on improved marine predator algorithm and entropy weighting method

    • Zhaocai Wang
    • Haifeng Zhao
    • Tunhua Wu

    Research 31 January 2024 Pages: 1483 - 1499

    

32. Evaluation of total dissolved solids in rivers by improved neuro fuzzy approaches using metaheuristic algorithms

    • Mahdieh Jannatkhah
    • Rouhollah Davarpanah
    • Ozgur Kisi

    RESEARCH 15 January 2024 Pages: 1501 - 1522

    

33. Deep learning-driven regional drought assessment: an optimized perspective

    • Chandrakant M. Kadam
    • Udhav V. Bhosle
    • Raghunath S. Holambe

    Research 13 February 2024 Pages: 1523 - 1537

    

34. Multidimensional displacement analysis of Semeru Volcano, Indonesia following December 2021 eruption from multitrack InSAR observation

    • Argo Galih Suhadha
    • Harintaka Harintaka

    Research 14 February 2024 Pages: 1539 - 1552

    

35. PCA-VGG16 model for classification of rock types

    • Yan Zhang
    • Yu-Long Ye
    • Ting Huang

    RESEARCH 08 January 2024 Pages: 1553 - 1567

    

36. Application of hybrid model-based machine learning for groundwater potential prediction in the north central of Vietnam

    • Huu Duy Nguyen
    • Van Hong Nguyen
    • Quang-Thanh Bui

    RESEARCH 12 January 2024 Pages: 1569 - 1589

    

37. Wind farm site selection using GIS-based multicriteria analysis with Life cycle assessment integration

    • Abdullah Demir
    • Ali Ersin Dinçer
    • Kutay Yılmaz

    Research Open access 19 January 2024 Pages: 1591 - 1608

    

38. AI-driven reinforced optimal cloud resource allocation (ROCRA) for high-speed satellite imagery data processing

    • Uma Maheswara Rao Inkollu
    • J. K. R. Sastry

    RESEARCH 15 February 2024 Pages: 1609 - 1624

    

39. 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

    • Filip Arnaut
    • Dragana Đurić
    • Igor Peshevski

    RESEARCH 20 February 2024 Pages: 1625 - 1644

    

40. Incremental learning-random forest model-based landslide susceptibility analysis: A case of Ganzhou City, China

    • Xu Wang
    • Wen Nie
    • Yang Zhang

    RESEARCH 21 February 2024 Pages: 1645 - 1661

    

41. Deep learning-based 1-D magnetotelluric inversion: performance comparison of architectures

    • Mehdi Rahmani Jevinani
    • Banafsheh Habibian Dehkordi
    • Mohammad Hossein Rohban

    RESEARCH 03 February 2024 Pages: 1663 - 1677

    

42. Correction to: Deep learning-based 1-D magnetotelluric inversion: performance comparison of architectures

    • Mehdi Rahmani Jevinani
    • Banafsheh Habibian Dehkordi
    • Mohammad Hossein Rohban

    Correction 24 February 2024 Pages: 1679 - 1680

    

43. Manganese mineral prospectivity based on deep convolutional neural networks in Songtao of northeastern Guizhou

    • Kai Xu
    • Siyuan Zhao
    • Chunfang Kong

    RESEARCH 25 January 2024 Pages: 1681 - 1697

    

44. Computing changes in regular square grids: towards integration of pixel and edge level analyses

    • Mihai-Sorin Stupariu

    Research 05 February 2024 Pages: 1699 - 1712

    

45. Deep learning-based classification of mature and immature lavender plants using UAV orthophotos and a hybrid CNN approach

    • İlyas Aslan
    • Nizar Polat

    Research 28 December 2023 Pages: 1713 - 1727

    

46. Study and application of deeply optimized neural network in roof stability evaluation

    • Huiyong Yin
    • Shuo Li
    • Bin Wu

    RESEARCH 09 January 2024 Pages: 1729 - 1744

    

47. Fuzzy Swin transformer for Land Use/ Land Cover change detection using LISS-III Satellite data

    • Sam Navin MohanRajan
    • Agilandeeswari Loganathan
    • Farhan A. Alenizi

    RESEARCH 13 January 2024 Pages: 1745 - 1764

    

48. A multiscale road matching method based on hierarchical road meshes

    • Yuzhu Wang
    • Haowen Yan
    • Xiaomin Lu

    RESEARCH 22 February 2024 Pages: 1765 - 1778

    

49. Prediction of reservoir evaporation considering water temperature and using ANFIS hybridized with metaheuristic algorithms

    • Boudjerda Marouane
    • Mohammed Abdullahi Mu’azu
    • Andrea Petroselli‬

    RESEARCH 24 January 2024 Pages: 1779 - 1798

    

50. Positioning and detection of rigid pavement cracks using GNSS data and image processing

    • Ahmed A. Nasrallah
    • Mohamed A. Abdelfatah
    • Gamal S. El-Fiky

    RESEARCH Open access 02 February 2024 Pages: 1799 - 1807