Classification and detection of natural disasters using machine learning and deep learning techniques: A review Kibitok AbrahamMoataz AbdelwahabMohammed Abo-Zahhad Review 28 December 2023 Pages: 869 - 891
Extraction of Surface Water Bodies using Optical Remote Sensing Images: A Review R NagarajLakshmi Sutha Kumar Review 12 February 2024 Pages: 893 - 956
A systematic review of Earthquake Early Warning (EEW) systems based on Artificial Intelligence Pirhossein KolivandPeyman SaberianSeyed Mohammad Ayyoubzadeh Review 24 February 2024 Pages: 957 - 984
Constraint information extraction for 3D geological modelling using a span-based joint entity and relation extraction model Can ZhuangChunhua LiuBohan Liu RESEARCH 16 February 2024 Pages: 985 - 998
Quantitative study on color characteristics of urban park landscapes based on K-means clustering and SD. method Jingyang FengKai ZhangLingqing Zhang Research 27 January 2024 Pages: 999 - 1012
AI powered road network prediction with fused low-resolution satellite imagery and GPS trajectory Necip Enes GengecErgin TariUlas Bagci Research 03 January 2024 Pages: 1013 - 1029
Comparison of neural networks techniques to predict subsurface parameters based on seismic inversion: a machine learning approach Nitin VermaS. P. MauryaRicha Singh RESEARCH 05 January 2024 Pages: 1031 - 1052
Research on satellite data-driven algorithm for ground-level ozone concentration inversion: case of Yunnan, China Weiqiang YuTao FengRui Liu RESEARCH 08 January 2024 Pages: 1053 - 1066
Cross-sections compilation-adjustment method based on 2D-3D linkage in regional three dimensional geological modeling Xuechao WuGang LiuYongjin Wu Research 16 January 2024 Pages: 1067 - 1092
Exploring effect of scale dependency in LST downscaling – using convolution neural network-extreme learning machine (CNN-ELM) Jidnyasa PatilSandeep MaithaniSurendra Kumar Sharma RESEARCH 14 February 2024 Pages: 1093 - 1104
Rainfall variability over multiple cities of India: analysis and forecasting using deep learning models Jagabandhu PandaNistha NagarSanjeev Singh RESEARCH 06 February 2024 Pages: 1105 - 1124
Impacts of DEM type and resolution on deep learning-based flood inundation mapping Mohammad FereshtehpourMostafa EsmaeilzadehSteven J. Burian Research 07 February 2024 Pages: 1125 - 1145
Estimating soil surface moisture by using landsat 8 and sentinel 2 satellites techniques depending on the stepwise decision tree Khalil GhorbaniParvin ZolfagharyEsmaeil Valizadeh RESEARCH 28 December 2023 Pages: 1147 - 1160
Deep neural network modeling of river discharge in a tropical humid watershed Benjamin Nnamdi Ekwueme RESEARCH 12 January 2024 Pages: 1161 - 1177
Urban building function classification based on multisource geospatial data: a two-stage method combining unsupervised and supervised algorithms Shouhang DuMeiyun ZhengPeiyi Liu Research 13 February 2024 Pages: 1179 - 1201
K-Means Featurizer: A booster for intricate datasets Kouao Laurent KouadioJianxin LiuWenxiang Liu RESEARCH 15 February 2024 Pages: 1203 - 1228
Assessment of rainfall and climate change patterns via machine learning tools and impact on forecasting in the City of Kigali Hussein BizimanaAbdusselam AltunkaynakAbdulkadir Baycan Research 25 January 2024 Pages: 1229 - 1243
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
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 ShadkaniSajjad HashemiAlireza Barzgari Lahijan Research 30 January 2024 Pages: 1261 - 1280
A compound approach for ten-day runoff prediction by coupling wavelet denoising, attention mechanism, and LSTM based on GPU parallel acceleration technology Yi-yang WangWen-chuan WangHong-fei Zang RESEARCH 10 January 2024 Pages: 1281 - 1299
Assessment of 30 gridded precipitation datasets over different climates on a country scale Alireza AraghiJan F. Adamowski RESEARCH 17 January 2024 Pages: 1301 - 1313
Reservoir porosity assessment and anomaly identification from seismic attributes using Gaussian process machine learning Maulana Hutama Rahma PutraMaman HermanaSaid Jadid A. Kadir Research Open access 08 February 2024 Pages: 1315 - 1327
A SMOTified extreme learning machine for identifying mineralization anomalies from geochemical exploration data: a case study from the Yeniugou area, Xinjiang, China Alina ShayilanYongliang Chen RESEARCH 12 February 2024 Pages: 1329 - 1343
Geological structure identification of coalbed methane reservoir based on trend surface and curvature analysis algorithms Guoxu ChenRuirui LiZhongcheng Li RESEARCH 25 January 2024 Pages: 1345 - 1358
An effective underwater image enhancement based on the fusion of CLAHE and image constancy sharpening technique Hena PrinceBinesh T Research 26 January 2024 Pages: 1359 - 1372
Exploitation of the ensemble-based machine learning strategies to elevate the precision of CORDEX regional simulations in precipitation projection Alireza GhaemiSeyed Arman Hashemi MonfaredMohammad Zounemat-Kermani Research 03 February 2024 Pages: 1373 - 1392
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 NikraveshAli RanjbarReza Azin RESEARCH 29 December 2023 Pages: 1393 - 1410
Multifractal Scaling characteristics of lineament networks of a fractured sandstone aquifer system Safia AbdiMohamed Chettih RESEARCH 15 January 2024 Pages: 1411 - 1432
Flood susceptibility mapping through geoinformatics and ensemble learning methods, with an emphasis on the AdaBoost-Decision Tree algorithm, in Mazandaran, Iran Maryam JahanbaniMohammad H. VahidniaZahra Azizi Research 15 January 2024 Pages: 1433 - 1457
Comparison of tree-based ensemble learning algorithms for landslide susceptibility mapping in Murgul (Artvin), Turkey Ziya UstaHalil AkıncıAlper Tunga Akın RESEARCH Open access 04 March 2024 Pages: 1459 - 1481
Multi-objective optimal allocation of water resources based on improved marine predator algorithm and entropy weighting method Zhaocai WangHaifeng ZhaoTunhua Wu Research 31 January 2024 Pages: 1483 - 1499
Evaluation of total dissolved solids in rivers by improved neuro fuzzy approaches using metaheuristic algorithms Mahdieh JannatkhahRouhollah DavarpanahOzgur Kisi RESEARCH 15 January 2024 Pages: 1501 - 1522
Deep learning-driven regional drought assessment: an optimized perspective Chandrakant M. KadamUdhav V. BhosleRaghunath S. Holambe Research 13 February 2024 Pages: 1523 - 1537
Multidimensional displacement analysis of Semeru Volcano, Indonesia following December 2021 eruption from multitrack InSAR observation Argo Galih SuhadhaHarintaka Harintaka Research 14 February 2024 Pages: 1539 - 1552
PCA-VGG16 model for classification of rock types Yan ZhangYu-Long YeTing Huang RESEARCH 08 January 2024 Pages: 1553 - 1567
Application of hybrid model-based machine learning for groundwater potential prediction in the north central of Vietnam Huu Duy NguyenVan Hong NguyenQuang-Thanh Bui RESEARCH 12 January 2024 Pages: 1569 - 1589
Wind farm site selection using GIS-based multicriteria analysis with Life cycle assessment integration Abdullah DemirAli Ersin DinçerKutay Yılmaz Research Open access 19 January 2024 Pages: 1591 - 1608
AI-driven reinforced optimal cloud resource allocation (ROCRA) for high-speed satellite imagery data processing Uma Maheswara Rao InkolluJ. K. R. Sastry RESEARCH 15 February 2024 Pages: 1609 - 1624
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 ArnautDragana ĐurićIgor Peshevski RESEARCH 20 February 2024 Pages: 1625 - 1644
Incremental learning-random forest model-based landslide susceptibility analysis: A case of Ganzhou City, China Xu WangWen NieYang Zhang RESEARCH 21 February 2024 Pages: 1645 - 1661
Deep learning-based 1-D magnetotelluric inversion: performance comparison of architectures Mehdi Rahmani JevinaniBanafsheh Habibian DehkordiMohammad Hossein Rohban RESEARCH 03 February 2024 Pages: 1663 - 1677
Correction to: Deep learning-based 1-D magnetotelluric inversion: performance comparison of architectures Mehdi Rahmani JevinaniBanafsheh Habibian DehkordiMohammad Hossein Rohban Correction 24 February 2024 Pages: 1679 - 1680
Manganese mineral prospectivity based on deep convolutional neural networks in Songtao of northeastern Guizhou Kai XuSiyuan ZhaoChunfang Kong RESEARCH 25 January 2024 Pages: 1681 - 1697
Computing changes in regular square grids: towards integration of pixel and edge level analyses Mihai-Sorin Stupariu Research 05 February 2024 Pages: 1699 - 1712
Deep learning-based classification of mature and immature lavender plants using UAV orthophotos and a hybrid CNN approach İlyas AslanNizar Polat Research 28 December 2023 Pages: 1713 - 1727
Study and application of deeply optimized neural network in roof stability evaluation Huiyong YinShuo LiBin Wu RESEARCH 09 January 2024 Pages: 1729 - 1744
Fuzzy Swin transformer for Land Use/ Land Cover change detection using LISS-III Satellite data Sam Navin MohanRajanAgilandeeswari LoganathanFarhan A. Alenizi RESEARCH 13 January 2024 Pages: 1745 - 1764
A multiscale road matching method based on hierarchical road meshes Yuzhu WangHaowen YanXiaomin Lu RESEARCH 22 February 2024 Pages: 1765 - 1778
Prediction of reservoir evaporation considering water temperature and using ANFIS hybridized with metaheuristic algorithms Boudjerda MarouaneMohammed Abdullahi Mu’azuAndrea Petroselli RESEARCH 24 January 2024 Pages: 1779 - 1798
Positioning and detection of rigid pavement cracks using GNSS data and image processing Ahmed A. NasrallahMohamed A. AbdelfatahGamal S. El-Fiky RESEARCH Open access 02 February 2024 Pages: 1799 - 1807
