1. A comprehensive review of seismic inversion based on neural networks

   • Ming Li
   • Xue-song Yan
   • Ming-zhao Zhang

   REVIEW 28 August 2023 Pages: 2991 - 3021

   

2. Prediction of PM2.5 concentration based on the weighted RF-LSTM model

   • Weifu Ding
   • Huihui Sun

   Review 26 September 2023 Pages: 3023 - 3037

   

3. Leveraging GNSS tropospheric products for machine learning-based land subsidence prediction

   • Melika Tasan
   • Zahrasadat Ghorbaninasab
   • Alireza Ghiasvand

   Review Open access 07 November 2023 Pages: 3039 - 3056

   

4. Land use and land cover classification using machine learning algorithms in google earth engine

   • Arpitha M
   • S A Ahmed
   • Harishnaika N

   Review 19 August 2023 Pages: 3057 - 3073

   

5. Correction to: Land use and land cover classification using machine learning algorithms in google earth engine

   • Arpitha M
   • S A Ahmed
   • N Harishnaika

   Correction 09 October 2023 Pages: 3075 - 3075

6. Pan evaporation forecasting using empirical and ensemble empirical mode decomposition (EEMD) based data-driven models in the Euphrates sub-basin, Turkey

   • Cenk Sezen

   Research 18 August 2023 Pages: 3077 - 3095

   

7. Comparative study of machine learning algorithms in predicting asphaltene precipitation with a novel validation technique

   • Jafar Khalighi
   • Alexey Cheremisin

   Research 19 August 2023 Pages: 3097 - 3111

   

8. Deep neural network-based discharge prediction for upstream hydrological stations: a comparative study

   • Xuan-Hien Le
   • Duc Hai Nguyen
   • Giha Lee

   RESEARCH 21 August 2023 Pages: 3113 - 3124

   

9. Improving the accuracy of rainfall-runoff relationship estimation using signal processing techniques, bio-inspired swarm intelligence and artificial intelligence algorithms

   • Okan Mert Katipoğlu
   • Metin Sarıgöl

   RESEARCH 22 August 2023 Pages: 3125 - 3141

   

10. Flash-flood susceptibility mapping: a novel credal decision tree-based ensemble approaches

    • Dingying Yang
    • Ting Zhang
    • Aznarul Islam

    RESEARCH 25 August 2023 Pages: 3143 - 3161

    

11. Landslide susceptibility assessment in Qinzhou based on rough set and semi-supervised support vector machine

    • Chunfang Kong
    • Yu Li
    • Kai Xu

    RESEARCH 28 August 2023 Pages: 3163 - 3177

    

12. pyMPSLib: A robust and scalable open-source Python library for mutiple-point statistical simulation

    • Qiyu Chen
    • Ruihong Zhou
    • Gang Liu

    RESEARCH 28 August 2023 Pages: 3179 - 3190

    

13. Mapping petrophysical properties with seismic inversion constrained by laboratory based rock physics model

    • Siddharth Garia
    • Arnab Kumar Pal
    • Archana M. Nair

    RESEARCH 28 August 2023 Pages: 3191 - 3207

    

14. Interpretable machine learning for predicting evaporation from Awash reservoirs, Ethiopia

    • Kidist Demessie Eshetu
    • Tena Alamirew
    • Tekalegn Ayele Woldesenbet

    RESEARCH 29 August 2023 Pages: 3209 - 3226

    

15. Prediction of groundwater level variations using deep learning methods and GMS numerical model

    • Siamak Amiri
    • Ahmad Rajabi
    • Mohammad Ali Izadbakhsh

    Research 31 August 2023 Pages: 3227 - 3241

    

16. Arbitrary-oriented ship detection based on Kullback-Leibler divergence regression in remote sensing images

    • Yantong Chen
    • Jialiang Wang
    • Yang Liu

    Research 31 August 2023 Pages: 3243 - 3255

    

17. 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

    • Larissa M. P. Parra
    • Fabrícia C. Santos
    • Wallace Casaca

    Research 31 August 2023 Pages: 3257 - 3267

    

18. A QGIS -plugin for gully erosion modeling

    • Saad Khan
    • Adel Omran
    • Michael Märker

    RESEARCH Open access 04 September 2023 Pages: 3269 - 3282

    

19. SA-VAE: a novel approach for reservoir characterization based on variational auto-encoder and selective attention mechanism

    • Dajie Chen
    • Qiyu Chen
    • Gang Liu

    RESEARCH 05 September 2023 Pages: 3283 - 3301

    

20. A general characterization of integrating and querying heterogeneous fuzzy spatiotemporal XML data

    • Lin Zhu
    • Jiahui Wang
    • Luyi Bai

    RESEARCH 05 September 2023 Pages: 3303 - 3321

    

21. Analyzing groundwater level with hybrid ANN and ANFIS using metaheuristic optimization

    • Thandra Jithendra
    • S. Sharief Basha

    RESEARCH 05 September 2023 Pages: 3323 - 3353

    

22. Multidimensional spatial autocorrelation analysis and it’s application based on improved Moran’s I

    • Ce Zhang
    • Wangyong Lv
    • Jiacheng Song

    Research 06 September 2023 Pages: 3355 - 3368

    

23. An autoencoder-based stacked LSTM transfer learning model for EC forecasting

    • Abdullahi Uwaisu Muhammad
    • Hamza Djigal
    • Faruwa Ajibola Richard

    RESEARCH 08 September 2023 Pages: 3369 - 3385

    

24. A new approach to mechanical brittleness index modeling based on conventional well logs using hybrid algorithms

    • Milad Zamanzadeh Talkhouncheh
    • Shadfar Davoodi
    • Maher Vasfi

    RESEARCH 08 September 2023 Pages: 3387 - 3416

    

25. Improving permeability prediction in carbonate reservoirs through gradient boosting hyperparameter tuning

    • Mohammed A. Abbas
    • Watheq J. Al-Mudhafar
    • David A. Wood

    RESEARCH 11 September 2023 Pages: 3417 - 3432

    

26. Soil respiration estimation in desertified mining areas based on UAV remote sensing and machine learning

    • Ying Liu
    • Jiaquan Lin
    • Hui Yue

    RESEARCH 11 September 2023 Pages: 3433 - 3448

    

27. Mapping mining waste and identification of acid mine drainage within an active mining area through sub-pixel analysis on OLI and Sentinel-2

    • Mahdieh Hosseinjanizadeh
    • Mehdi Khorasanipour
    • Mehdi Honarmand

    Research 11 September 2023 Pages: 3449 - 3467

    

28. Application of a hybrid deep learning approach with attention mechanism for evapotranspiration prediction: a case study from the Mount Tai region, China

    • Shichao Wang
    • Xiaoge Yu
    • Can Meng

    RESEARCH 11 September 2023 Pages: 3469 - 3487

    

29. Roughness Estimation of Multi-Scale Rock Joints based on SfM & MVS Photogrammetry with A DSLR Camera in Animation Mode

    • Yunfeng Ge
    • Kaili Chen
    • Zhiguo Xie

    RESEARCH 12 September 2023 Pages: 3489 - 3509

    

30. Wildfire susceptibility prediction using a multisource and spatiotemporal cooperative approach

    • Jiehang Deng
    • Weiming Wang
    • Chuan Li

    Research 14 September 2023 Pages: 3511 - 3529

    

31. Spatially granular poverty index (SGPI) for urban poverty mapping in Jakarta metropolitan area (JMA): a remote sensing satellite imageries and geospatial big data approach

    • Nasiya Alifah Utami
    • Arie Wahyu Wijayanto
    • Erni Tri Astuti

    Research 16 September 2023 Pages: 3531 - 3544

    

32. Calibration and uncertainty analysis of integrated SWAT-MODFLOW model based on iterative ensemble smoother method for watershed scale river-aquifer interactions assessment

    • Bisrat Ayalew Yifru
    • Seoro Lee
    • Kyoung Jae Lim

    RESEARCH 26 September 2023 Pages: 3545 - 3561

    

33. EQAFR: an energy and QoS aware fuzzy routing for internet of underwater things using SDN

    • Reza Mohammadi
    • Amin Nazari
    • Mohammad Nassiri

    Research 30 September 2023 Pages: 3563 - 3577

    

34. Artificial neural networks for predicting soil water retention data of various Brazilian soils

    • Lucas Broseghini Totola
    • Kátia Vanessa Bicalho
    • Wilian Hiroshi Hisatugu

    Research 04 October 2023 Pages: 3579 - 3595

    

35. Investigating hybrid deep learning models and meta-heuristic algorithms in predicting evaporation from a reservoir: a case study of Dez dam

    • Reza Farzad
    • Farshad Ahmadi
    • Seyed Abbas Hosseini

    RESEARCH 05 October 2023 Pages: 3597 - 3618

    

36. New approaches to improve nearest neighbors (NN) search in ionospheric simulation system

    • Telmo dos Santos Klipp
    • Adriano Petry
    • André Grahl Pereira

    Research 06 October 2023 Pages: 3619 - 3627

    

37. CnGeoPLM: Contextual knowledge selection and embedding with pretrained language representation model for the geoscience domain

    • Kai Ma
    • Shuai Zheng
    • Zhong Xie

    RESEARCH 07 October 2023 Pages: 3629 - 3646

    

38. A long-term regional variability analysis of wintertime temperature and its deep learning aspects

    • Saurabh Singh
    • R. Bhatla
    • Manas Pant

    RESEARCH 09 October 2023 Pages: 3647 - 3666

    

39. Understanding the role of training sample size in the uncertainty of high-resolution LULC mapping using random forest

    • Kwanele Phinzi
    • Njoya Silas Ngetar
    • Szilárd Szabó

    Research Open access 13 October 2023 Pages: 3667 - 3677

    

40. Spectral-spatial dynamic graph convolutional network for hyperspectral image classification

    • Rong Chen
    • Guanghui Li
    • Chenglong Dai

    Research 13 October 2023 Pages: 3679 - 3695

    

41. Application of artificial neural network to screen out the dominant meteorological parameters for prediction of air temperature

    • Ankit Kumar
    • Suresh Pandian Elumalai

    RESEARCH 14 October 2023 Pages: 3697 - 3716

    

42. Machine learning models to complete rainfall time series databases affected by missing or anomalous data

    • Andrea Lupi
    • Marco Luppichini
    • Roberto Giannecchini

    RESEARCH Open access 20 October 2023 Pages: 3717 - 3728

    

43. Classification of invasive tree species based on the seasonal dynamics of the spectral characteristics of their leaves

    • Pavel A. Dmitriev
    • Boris L. Kozlovsky
    • Tatiana V. Varduni

    RESEARCH 20 October 2023 Pages: 3729 - 3743

    

44. Evaluation of vertical accuracy of open access DEMs across different physiographic regions and river basins of Nepal

    • Saroj Karki
    • Suchana Acharya
    • Ashok Raj Gautam

    RESEARCH 23 October 2023 Pages: 3745 - 3764

    

45. UAV-based investigation of earthquake-induced deformation and landscape changes: a case study of the February 6, 2023 Earthquakes in Hatay, Türkiye

    • Nizar Polat

    Research 25 October 2023 Pages: 3765 - 3777

    

46. Evaluating capabilities of the spline and cubic spline interpolation functions in reference evapotranspiration estimation implementing satellite image data

    • Parastoo Amirzehni
    • Saeed Samadianfard
    • AliAshraf Sadraddini

    RESEARCH 25 October 2023 Pages: 3779 - 3795

    

47. Spatial relationship of Remote Sensing Ecological Indicator (RSEI) and landscape metrics under urban development intensification

    • Nazanin Naseri
    • Raoof Mostafazadeh

    Research 25 October 2023 Pages: 3797 - 3810

    

48. Exploring soil property spatial patterns in a small grazed catchment using machine learning

    • Jesús Barrena-González
    • V. Anthony Gabourel-Landaverde
    • Manuel Pulido Fernández

    RESEARCH Open access 26 October 2023 Pages: 3811 - 3838

    

49. Estimating soil–water characteristic curve (SWCC) using machine learning and soil micro-porosity analysis

    • Aida Bakhshi
    • Parisa Alamdari
    • Mohmmad Hossein Mohammadi

    RESEARCH 27 October 2023 Pages: 3839 - 3860

    

50. Impact of segmentation algorithms on multisensor LULC classification in a semiarid Mediterranean area

    • Carmen Valdivieso-Ros
    • Francisco Alonso-Sarría
    • Francisco Gomariz-Castillo

    Research Open access 31 October 2023 Pages: 3861 - 3883