Works matching IS 18650473 AND DT 2024 AND VI 17 AND IP 2

Results: 51

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1179, doi. 10.1007/s12145-024-01250-5

By:

Du, Shouhang;
Zheng, Meiyun;
Guo, Liyuan;
Wu, Yuhui;
Li, Zijuan;
Liu, Peiyi

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1459, doi. 10.1007/s12145-024-01259-w

By:

Usta, Ziya;
Akıncı, Halil;
Akın, Alper Tunga

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 957, doi. 10.1007/s12145-024-01253-2

By:

Kolivand, Pirhossein;
Saberian, Peyman;
Tanhapour, Mozhgan;
Karimi, Fereshteh;
Kalhori, Sharareh Rostam Niakan;
Javanmard, Zohreh;
Heydari, Soroush;
Talari, Seyed Saeid Hoseini;
Mousavi, Seyed Mohsen Laal;
Alidadi, Maryam;
Ahmadi, Mahnaz;
Ayyoubzadeh, Seyed Mohammad

Publication type:

Article

A multiscale road matching method based on hierarchical road meshes.

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1765, doi. 10.1007/s12145-024-01252-3

By:

Wang, Yuzhu;
Yan, Haowen;
Li, Pengbo;
Lu, Xiaomin

Publication type:

Article

OpenEOcubes: an open-source and lightweight R-based RESTful web service for analyzing earth observation data cubes.

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1809, doi. 10.1007/s12145-024-01249-y

By:

Pondi, Brian;
Appel, Marius;
Pebesma, Edzer

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1539, doi. 10.1007/s12145-024-01248-z

By:

Suhadha, Argo Galih;
Harintaka, Harintaka

Publication type:

Article

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

Published in:

2024

By:

Jevinani, Mehdi Rahmani;
Dehkordi, Banafsheh Habibian;
Ferguson, Ian J.;
Rohban, Mohammad Hossein

Publication type:

Correction Notice

K-Means Featurizer: A booster for intricate datasets.

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1203, doi. 10.1007/s12145-024-01236-3

By:

Kouadio, Kouao Laurent;
Liu, Jianxin;
Liu, Rong;
Wang, Yongfei;
Liu, Wenxiang

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1093, doi. 10.1007/s12145-024-01247-0

By:

Patil, Jidnyasa;
Maithani, Sandeep;
Sharma, Surendra Kumar

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 985, doi. 10.1007/s12145-024-01245-2

By:

Zhuang, Can;
Liu, Chunhua;
Zhu, Henghua;
Ma, Yuhong;
Shi, Guoping;
Liu, Zhizheng;
Liu, Bohan

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1105, doi. 10.1007/s12145-024-01238-1

By:

Panda, Jagabandhu;
Nagar, Nistha;
Mukherjee, Asmita;
Bhattacharyya, Saugat;
Singh, Sanjeev

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1523, doi. 10.1007/s12145-024-01244-3

By:

Kadam, Chandrakant M.;
Bhosle, Udhav V.;
Holambe, Raghunath S.

Publication type:

Article

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.

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1261, doi. 10.1007/s12145-024-01237-2

By:

Shadkani, Sadra;
Hashemi, Sajjad;
Pak, Amirreza;
Lahijan, Alireza Barzgari

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1329, doi. 10.1007/s12145-024-01246-1

By:

Shayilan, Alina;
Chen, Yongliang

Publication type:

Article

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.

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1625, doi. 10.1007/s12145-024-01243-4

By:

Arnaut, Filip;
Đurić, Dragana;
Đurić, Uroš;
Samardžić-Petrović, Mileva;
Peshevski, Igor

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1699, doi. 10.1007/s12145-024-01241-6

By:

Stupariu, Mihai-Sorin

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1609, doi. 10.1007/s12145-024-01242-5

By:

Inkollu, Uma Maheswara Rao;
Sastry, J. K. R.

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 999, doi. 10.1007/s12145-024-01235-4

By:

Feng, Jingyang;
Zhang, Kai;
Xu, Zhihong;
Du, Chenfan;
Tang, Xiaohong;
Zhang, Lingqing

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1373, doi. 10.1007/s12145-024-01234-5

By:

Ghaemi, Alireza;
Hashemi Monfared, Seyed Arman;
Bahrpeyma, Abdolhamid;
Mahmoudi, Peyman;
Zounemat-Kermani, Mohammad

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1315, doi. 10.1007/s12145-024-01240-7

By:

Rahma Putra, Maulana Hutama;
Hermana, Maman;
Yogi, Ida Bagus Suananda;
Hossain, Touhid Mohammad;
Abdurrachman, Muhammad Faris;
Kadir, Said Jadid A.

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1125, doi. 10.1007/s12145-024-01239-0

By:

Fereshtehpour, Mohammad;
Esmaeilzadeh, Mostafa;
Alipour, Reza Saleh;
Burian, Steven J.

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1663, doi. 10.1007/s12145-024-01233-6

By:

Rahmani Jevinani, Mehdi;
Habibian Dehkordi, Banafsheh;
Ferguson, Ian J.;
Rohban, Mohammad Hossein

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1345, doi. 10.1007/s12145-024-01232-7

By:

Chen, Guoxu;
Li, Ruirui;
Cao, Li;
Lv, Fang;
Yuan, Jing;
Li, Panpan;
Liu, Shengdong;
Li, Zhongcheng

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1229, doi. 10.1007/s12145-024-01231-8

By:

Bizimana, Hussein;
Altunkaynak, Abdusselam;
Kalin, Robert;
Rukundo, Emmanuel;
Mugunga, Mathieu Mbati;
Sönmez, Osman;
Tuncer, Gamze;
Baycan, Abdulkadir

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1483, doi. 10.1007/s12145-024-01230-9

By:

Wang, Zhaocai;
Zhao, Haifeng;
Bao, Xiaoguang;
Wu, Tunhua

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1645, doi. 10.1007/s12145-024-01229-2

By:

Wang, Xu;
Nie, Wen;
Xie, Wei;
Zhang, Yang

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1799, doi. 10.1007/s12145-024-01228-3

By:

Nasrallah, Ahmed A.;
Abdelfatah, Mohamed A.;
Attia, Mohamed I. E.;
El-Fiky, Gamal S.

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1591, doi. 10.1007/s12145-024-01227-4

By:

Demir, Abdullah;
Dinçer, Ali Ersin;
Çiftçi, Cihan;
Gülçimen, Sedat;
Uzal, Nigmet;
Yılmaz, Kutay

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1359, doi. 10.1007/s12145-024-01226-5

By:

Prince, Hena;
T, Binesh

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1411, doi. 10.1007/s12145-024-01222-9

By:

Abdi, Safia;
Chettih, Mohamed

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1569, doi. 10.1007/s12145-023-01209-y

By:

Nguyen, Huu Duy;
Nguyen, Van Hong;
Du, Quan Vu Viet;
Nguyen, Cong Tuan;
Dang, Dinh Kha;
Truong, Quang Hai;
Dang, Ngo Bao Toan;
Tran, Quang Tuan;
Nguyen, Quoc-Huy;
Bui, Quang-Thanh

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1161, doi. 10.1007/s12145-023-01219-w

By:

Ekwueme, Benjamin Nnamdi

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1681, doi. 10.1007/s12145-024-01224-7

By:

Xu, Kai;
Zhao, Siyuan;
Wu, Chonglong;
Zhang, Sui;
Yuan, Liangjun;
Yang, Changyu;
Li, Yan;
Dong, Yang;
Wu, Yongjin;
Xiang, Shize;
Kong, Chunfang

Publication type:

Article

PCA-VGG16 model for classification of rock types.

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1553, doi. 10.1007/s12145-023-01217-y

By:

Zhang, Yan;
Ye, Yu-Long;
Guo, Dao-Jing;
Huang, Ting

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1245, doi. 10.1007/s12145-024-01225-6

By:

Kikuchi, Hiroyuki

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1779, doi. 10.1007/s12145-024-01223-8

By:

Marouane, Boudjerda;
Mu'azu, Mohammed Abdullahi;
Petroselli‬, Andrea

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1013, doi. 10.1007/s12145-023-01201-6

By:

Gengec, Necip Enes;
Tari, Ergin;
Bagci, Ulas

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1067, doi. 10.1007/s12145-024-01221-w

By:

Wu, Xuechao;
Liu, Gang;
Fan, Wenyao;
Peng, Shijie;
Chen, Genshen;
Cheng, Junjie;
Wu, Yongjin

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1501, doi. 10.1007/s12145-024-01220-x

By:

Jannatkhah, Mahdieh;
Davarpanah, Rouhollah;
Fakouri, Bahman;
Kisi, Ozgur

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1281, doi. 10.1007/s12145-023-01212-3

By:

Wang, Yi-yang;
Wang, Wen-chuan;
Xu, Dong-mei;
Zhao, Yan-wei;
Zang, Hong-fei

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1053, doi. 10.1007/s12145-023-01211-4

By:

Yu, Weiqiang;
Feng, Tao;
Man, Xingwei;
Lin, Huan;
Zhang, Haonan;
Liu, Rui

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1745, doi. 10.1007/s12145-023-01208-z

By:

MohanRajan, Sam Navin;
Loganathan, Agilandeeswari;
Manoharan, Prabukumar;
Alenizi, Farhan A.

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1301, doi. 10.1007/s12145-023-01215-0

By:

Araghi, Alireza;
Adamowski, Jan F.

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1729, doi. 10.1007/s12145-023-01214-1

By:

Yin, Huiyong;
Li, Shuo;
Xu, Guoliang;
Xie, Daolei;
Jiang, Cheng;
Dong, Fangying;
Wang, Houchen;
Wu, Bin

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1433, doi. 10.1007/s12145-023-01213-2

By:

Jahanbani, Maryam;
Vahidnia, Mohammad H.;
Aghamohammadi, Hossein;
Azizi, Zahra

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 869, doi. 10.1007/s12145-023-01205-2

By:

Abraham, Kibitok;
Abdelwahab, Moataz;
Abo-Zahhad, Mohammed

Publication type:

Article

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.

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1393, doi. 10.1007/s12145-023-01204-3

By:

Nikravesh, Hamed;
Ranjbar, Ali;
Azin, Reza

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1147, doi. 10.1007/s12145-023-01203-4

By:

Ghorbani, Khalil;
Zolfaghary, Parvin;
Siahbalaei, Mohammad;
Ghaleh, Laleh Rezaei;
Komaki, Chooghi Bairam;
Valizadeh, Esmaeil

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1031, doi. 10.1007/s12145-023-01199-x

By:

Verma, Nitin;
Maurya, S. P.;
kant, Ravi;
Singh, K. H.;
Singh, Raghav;
Singh, A. P.;
Hema, G.;
Srivastava, M. K.;
Tiwari, Alok K.;
Kushwaha, P. K.;
Singh, Richa

Publication type:

Article

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

Published in:

Earth Science Informatics, 2024, v. 17, n. 2, p. 1713, doi. 10.1007/s12145-023-01200-7

By:

Aslan, İlyas;
Polat, Nizar

Publication type:

Article