Works matching IS 18650473 AND DT 2022 AND VI 15 AND IP 4

Results: 42

Landslide identification using machine learning techniques: Review, motivation, and future prospects.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2063, doi. 10.1007/s12145-022-00889-2

By:

S., Sreelakshmi;
S. S., Vinod Chandra;
Shaji, E.

Publication type:

Article

Correction to: Integrating the Particle Swarm Optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2663, doi. 10.1007/s12145-022-00892-7

By:

Saha, Sunil;
Saha, Anik;
Roy, Bishnu;
Sarkar, Raju;
Bhardwaj, Dhruv;
Kundu, Barnali

Publication type:

Article

FCD-R2U-net: Forest change detection in bi-temporal satellite images using the recurrent residual-based U-net.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2335, doi. 10.1007/s12145-022-00885-6

By:

Khankeshizadeh, Ehsan;
Mohammadzadeh, Ali;
Moghimi, Armin;
Mohsenifar, Amin

Publication type:

Article

Interaction of image fusion techniques and atmospheric correction for improve SVM accuracy.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2673, doi. 10.1007/s12145-022-00884-7

By:

Al-Doski, Jwan;
Hassan, Faez M.;
Norman, Masayu;
Najim, Aus A.

Publication type:

Article

Oil palm yield prediction across blocks from multi-source data using machine learning and deep learning.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2349, doi. 10.1007/s12145-022-00882-9

By:

Ang, Yuhao;
Shafri, Helmi Zulhaidi Mohd;
Lee, Yang Ping;
Bakar, Shahrul Azman;
Abidin, Haryati;
Mohd Junaidi, Mohd Umar Ubaydah;
Hashim, Shaiful Jahari;
Che'Ya, Nik Norasma;
Hassan, Mohd Roshdi;
Lim, Hwee San;
Abdullah, Rosni;
Yusup, Yusri;
Muhammad, Syahidah Akmal;
Teh, Sin Yin;
Samad, Mohd Na'aim

Publication type:

Article

Estimation of the amplification properties of soil through HVSR inversion based on an elitist genetic algorithm.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2319, doi. 10.1007/s12145-022-00881-w

By:

Kafadar, Özkan;
İmamoğlu, Çağrı

Publication type:

Article

Prediction of thermal conductivity of granitic rock: an application of arithmetic and salp swarm algorithms optimized ANN.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2303, doi. 10.1007/s12145-022-00880-x

By:

Lawal, Abiodun Ismail;
Kwon, Sangki;
Kim, Minju;
Aladejare, Adeyemi Emman;
Onifade, Moshood

Publication type:

Article

A novel strategy for classifying spectral-spatial shallow and deep hyperspectral image features using 1D-EWT and 3D-CNN.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2289, doi. 10.1007/s12145-022-00879-4

By:

Ladi, Sandeep Kumar;
Panda, G K;
Dash, Ratnakar;
Ladi, Pradeep Kumar

Publication type:

Article

Integrating the Particle Swarm Optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2637, doi. 10.1007/s12145-022-00878-5

By:

Saha, Sunil;
Saha, Anik;
Roy, Bishnu;
Sarkar, Raju;
Bhardwaj, Dhruv;
Kundu, Barnali

Publication type:

Article

The transition from Palaeo-Asian to marginal Pacific tectonic domain experienced in the Eastern North China Craton: evidence from Late Jurassic sediment provenance in the North Yellow Sea Basin.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2601, doi. 10.1007/s12145-022-00877-6

By:

Yu, Haitian;
Xu, Zhongjie;
Cheng, Rihui;
Wan, Duo;
Gao, Dan;
Zhang, Zhen

Publication type:

Article

Multispectral UAV and satellite images for digital soil modeling with gradient descent boosting and artificial neural network.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2239, doi. 10.1007/s12145-022-00876-7

By:

Dindaroğlu, Turgay;
Kılıç, Miraç;
Günal, Elif;
Gündoğan, Recep;
Akay, Abdullah E.;
Seleiman, Mahmoud

Publication type:

Article

A combined model based on data decomposition and multi-model weighted optimization for precipitable water vapor forecasting.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2213, doi. 10.1007/s12145-022-00873-w

By:

Kou, Menggang;
Zhang, Wenyu;
Ren, Jing;
Zhang, Xinyu

Publication type:

Article

Geospatial modeling using hybrid machine learning approach for flood susceptibility.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2619, doi. 10.1007/s12145-022-00872-x

By:

Mishra, Bibhu Prasad;
Ghose, Dillip Kumar;
Satapathy, Deba Prakash

Publication type:

Article

Semantic segmentation and quantification of trees in an orchard using UAV orthophoto.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2265, doi. 10.1007/s12145-022-00871-y

By:

Akca, Seyma;
Polat, Nizar

Publication type:

Article

Modeling of structural features from aeromagnetic maps using an improved deep learning technique.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2665, doi. 10.1007/s12145-022-00870-z

By:

Ogungbemi, Oluwaseun Samuel;
Oyebode, Kazeem;
Badmus, Ganiyu Olabode;
Ogunyemi, Adebayo Tajudeen

Publication type:

Article

Geodetic first order data assimilation using an extended Kalman filtering technique.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2585, doi. 10.1007/s12145-022-00869-6

By:

Kalu, Ikechukwu;
Ndehedehe, Christopher E.;
Okwuashi, Onuwa;
Eyoh, Aniekan E.;
Ferreira, Vagner G.

Publication type:

Article

Investigation of accuracy of PPP and PPP-AR methods for direct georeferencing in UAV photogrammetry.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2231, doi. 10.1007/s12145-022-00868-7

By:

Ocalan, Taylan;
Turk, Tarik;
Tunalioglu, Nursu;
Gurturk, Mert

Publication type:

Article

Analysis and interpretation of Ilorin aeromagnetic data, North—Central, Nigeria, using geostatistical techniques.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2195, doi. 10.1007/s12145-022-00867-8

By:

Ogunsanwo, Fidelis Olatoyosi;
Ozebo, Vitalis Chidi;
Olurin, Oluwaseun Tolutope;
Ayanda, Jacob Dele;
Coker, Joseph Olalekan;
Olumoyegun, Joseph Muyiwa;
Adelaja, Ayobamidele Dele;
Falayi, Elijah Olukayode;
Adepitan, Johnson Olufemi;
Olowofela, Joseph Adeniyi

Publication type:

Article

Comparative assessment of satellite images spectral characteristics in identifying the different levels of soil salinization using machine learning techniques in Google Earth Engine.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2275, doi. 10.1007/s12145-022-00866-9

By:

Kabiraj, S.;
Jayanthi, M.;
Vijayakumar, S.;
Duraisamy, M.

Publication type:

Article

A novel country-level integrated image mosaic system using optical remote sensing imagery.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2181, doi. 10.1007/s12145-022-00865-w

By:

Misra, Indranil;
Rohil, Mukesh Kumar;
Moorthi, S. Manthira;
Dhar, Debajyoti

Publication type:

Article

Logging curve prediction method based on CNN-LSTM-attention.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2119, doi. 10.1007/s12145-022-00864-x

By:

Shi, Mingjiang;
Yang, Bohan;
Chen, Rui;
Ye, Dingsheng

Publication type:

Article

Assessment of long-term impact of solar activity on the ionosphere over an African equatorial GNSS station.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2109, doi. 10.1007/s12145-022-00863-y

By:

Moses, Mefe;
Panda, Sampad Kumar;
Dodo, Joseph D.;
Ojigi, Lazarus M.;
Lawal, Kola

Publication type:

Article

Estimating SWRC parameters and unsaturated hydraulic permeability by improved Jaya and hybrid improved jaya optimization algorithms.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2155, doi. 10.1007/s12145-022-00862-z

By:

Askary, Reza;
Najarchi, Mohsen;
Mazaheri, Hossein

Publication type:

Article

Correction to: Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes.

Published in:

2022

By:

Jin, Xiaobing;
Bu, Junwei;
Qiu, Guilan;
Ma, Li;
Chen, Zhongming;
Chen, Tao;
Wu, Junwei;
Pan, Bo;
Ji, Hai;
Tian, Jingxuan;
Wu, Xiaoxiao;
Li, Zhipeng;
Zhang, Liang;
Liu, Chang;
Zhao, Xiaoli;
Cheng, Xiang

Publication type:

Correction Notice

Analysis of rate of penetration prediction in drilling using data-driven models based on weight on hook measurement.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2133, doi. 10.1007/s12145-022-00860-1

By:

Hashemizadeh, Abbas;
Bahonar, Ehsan;
Chahardowli, Mohammad;
Kheirollahi, Hossein;
Simjoo, Mohammad

Publication type:

Article

Non-linear magnetoconvection in a bidispersive porous layer: a brinkman model.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2171, doi. 10.1007/s12145-022-00859-8

By:

Singh, Mahesh;
Ragoju, Ravi;
Reddy, G. Shiva Kumar;
Matta, Anjanna;
Paidipati, Kiran Kumar;
Chesneau, Christophe

Publication type:

Article

A multiscale 3D convolution with context attention network for hyperspectral image classification.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2553, doi. 10.1007/s12145-022-00858-9

By:

Wu, Linfeng;
Wang, Huajun;
Zhang, Tong

Publication type:

Article

Multi-step Lake Urmia water level forecasting using ensemble of bagging based tree models.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2515, doi. 10.1007/s12145-022-00857-w

By:

Hajian, Rasul;
Jalali, Mohammad Reza;
Mastouri, Reza

Publication type:

Article

Analysis of surface temperature in an urban area using supervised spatial autocorrelation and Moran's I.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2545, doi. 10.1007/s12145-022-00856-x

By:

Song, Youngbae;
Song, Jaeyi

Publication type:

Article

Land subsidence calculation model under the coupling effect of groundwater and coal mining.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2689, doi. 10.1007/s12145-022-00855-y

By:

Xue, Yiguo;
Chen, Hong;
Kong, Fanmeng;
Li, Zhiqiang;
Qiu, Daohong;
Chen, Qiqi;
Yang, Fan;
Jiang, Xudong

Publication type:

Article

Comparative analysis of machine learning algorithms and statistical models for predicting crown width of Larix olgensis.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2415, doi. 10.1007/s12145-022-00854-z

By:

Qiu, Siyu;
Liang, Ruiting;
Wang, Yifu;
Luo, Mi;
Sun, Yujun

Publication type:

Article

Performance analysis of open-source DEMs in tsunami inundation modelling.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2447, doi. 10.1007/s12145-022-00852-1

By:

Tufekci-Enginar, Duygu;
Dogan, Gozde Guney;
Suzen, Mehmet Lutfi;
Yalciner, Ahmet Cevdet

Publication type:

Article

Sensitivity analysis of water inrush evaluation model based on the theory of water resistant key strata: a case study in a coal mine, China.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2481, doi. 10.1007/s12145-022-00851-2

By:

Li, Qiang;
Meng, Xiangxi;
Liu, YuBen

Publication type:

Article

Artificial neural network methodology: application to predict plasticity of clay soil treated with sand.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2467, doi. 10.1007/s12145-022-00849-w

By:

Amri, Salima;
Hamzaoui, Rabah;
Bennabi, Abdelkrim;
Akchiche, Mustapha;
Serraye, Mahmoud

Publication type:

Article

Prediction of hydraulic conductivity based on the soil grain size using supervised committee machine artificial intelligence.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2571, doi. 10.1007/s12145-022-00848-x

By:

Khalili-Maleki, Mohammad;
Poursorkhabi, Ramin Vafaei;
Nadiri, Ata Allah;
Dabiri, Rouzbeh

Publication type:

Article

Evaluating different machine learning algorithms for snow water equivalent prediction.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2431, doi. 10.1007/s12145-022-00846-z

By:

Vafakhah, Mehdi;
Nasiri Khiavi, Ali;
Janizadeh, Saeid;
Ganjkhanlo, Hojatolah

Publication type:

Article

Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2495, doi. 10.1007/s12145-022-00842-3

By:

Jin, Xiaobing;
Bu, Junwei;
Qiu, Guilan;
Ma, Li;
Chen, Zhongming;
Chen, Tao;
Wu, Junwei;
Pan, Bo;
Ji, Hai;
Tian, Jingxuan;
Wu, Xiaoxiao;
Li, Zhipeng;
Zhang, Liang;
Liu, Chang;
Zhao, Xiaoli;
Cheng, Xiang

Publication type:

Article

GIS-based hybrid machine learning for flood susceptibility prediction in the Nhat Le–Kien Giang watershed, Vietnam.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2369, doi. 10.1007/s12145-022-00825-4

By:

Nguyen, Huu Duy

Publication type:

Article

Mapping of groundwater potential zones in Pohru Watershed of Jhelum Basin-Western Himalaya, India using integrated approach of remote sensing, GIS and AHP.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2091, doi. 10.1007/s12145-022-00824-5

By:

Rather, Abid Farooq;
Ahmed, Rayees;
Wani, Gowhar Farooq;
Ahmad, Syed Towseef;
Dar, Tanveer;
Javaid, Sumaira;
Ahmed, Pervez

Publication type:

Article

Identification of areas at the risk of landslide via the short-time Fourier transform.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2405, doi. 10.1007/s12145-022-00816-5

By:

Hoseinzade, Zohre;
Mokhtari, Maryam;
Shirani, Kourosh;
Miresmaeili, Neda Sadat

Publication type:

Article

Prospectivity mapping of orogenic lode gold deposits using fuzzy models: a case study of Saqqez area, NW of Iran.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2387, doi. 10.1007/s12145-022-00803-w

By:

Mohammadi, Fanous;
Tangestani, Majid H.;
Tayebi, Mohammad H.

Publication type:

Article

A robust autonomous navigation and mapping system based on GPS and LiDAR data for unconstraint environment.

Published in:

Earth Science Informatics, 2022, v. 15, n. 4, p. 2703, doi. 10.1007/s12145-022-00791-x

By:

Patoliya, Jignesh;
Mewada, Hiren;
Hassaballah, M.;
Khan, Muhammad Attique;
Kadry, Seifedine

Publication type:

Article