Works matching IS 18650473 AND DT 2023 AND VI 16 AND IP 4

Results: 77

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3717, doi. 10.1007/s12145-023-01122-4

By:

Lupi, Andrea;
Luppichini, Marco;
Barsanti, Michele;
Bini, Monica;
Giannecchini, Roberto

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3075, doi. 10.1007/s12145-023-01113-5

By:

M, Arpitha;
Ahmed, S A;
Harishnaika, N

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3861, doi. 10.1007/s12145-023-01124-2

By:

Valdivieso-Ros, Carmen;
Alonso-Sarría, Francisco;
Gomariz-Castillo, Francisco

Publication type:

Article

Engineering Applications of Urban Green Space Planning in Mountainous Areas: An Improved Structure-based RS Land Class Information Extraction Method for U-Net Networks.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4187, doi. 10.1007/s12145-023-01162-w

By:

Li, Yafeng;
Yang, Yongzhi;
Yan, Xiaoyun;
Li, Yingjie

Publication type:

Article

A mathematical model for temperature-reducing potential of urban greenspaces.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4199, doi. 10.1007/s12145-023-01166-6

By:

Sangwan, Akanksha;
Choudhary, Sudesh;
Anand, Vijay;
Kumar, Nand;
Kumar, Ashwani;
Jat, Mahesh Kumar;
Ahmed, Rayees

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3745, doi. 10.1007/s12145-023-01114-4

By:

Karki, Saroj;
Acharya, Suchana;
Gautam, Ashok Raj

Publication type:

Article

Use of neural network as a support tool in water level forecasting and issuing flash floods early warnings to three small Brazilian urban watersheds.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4313, doi. 10.1007/s12145-023-01159-5

By:

de Lima, Glauston R. T.;
de Oliveira Caran, Rochane;
de Aguiar Filho, Luiz Ferreira

Publication type:

Article

Improving satellite image classification accuracy using GAN-based data augmentation and vision transformers.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4169, doi. 10.1007/s12145-023-01153-x

By:

Alzahem, Ayyub;
Boulila, Wadii;
Koubaa, Anis;
Khan, Zahid;
Alturki, Ibrahim

Publication type:

Article

Machine learning approaches for prediction of the bearing capacity of ring foundations on rock masses.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4153, doi. 10.1007/s12145-023-01152-y

By:

Kumar, Divesh Ranjan;
Samui, Pijush;
Wipulanusat, Warit;
Keawsawasvong, Suraparb;
Sangjinda, Kongtawan;
Jitchaijaroen, Wittaya

Publication type:

Article

Optimization of negative sample selection for landslide susceptibility mapping based on machine learning using K-means-KNN algorithm.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4131, doi. 10.1007/s12145-023-01151-z

By:

Liu, Chao

Publication type:

Article

A novel method for estimating daily evapotranspiration based on one, two, and three-day meteorological records using the long short-term memory model combined with feedforward neural networks.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4077, doi. 10.1007/s12145-023-01150-0

By:

Sharafi, Milad;
Talebi, Hamed;
Samadianfard, Saeed;
Prasad, Ramendra

Publication type:

Article

Prediction of compressive strength of granite: use of machine learning techniques and intelligent system.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4113, doi. 10.1007/s12145-023-01145-x

By:

Yu, Zhi;
Zhou, Jian;
Hu, Liuqing

Publication type:

Article

A study of non-landslide samples and weights for mapping landslide susceptibility using regression and clustering methods.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4009, doi. 10.1007/s12145-023-01144-y

By:

Trinh, Thanh;
Luu, Binh Thanh;
Nguyen, Duong Huy;
Le, Trang Ha Thi;
Pham, Son Van;
VuongThi, Nhung

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3039, doi. 10.1007/s12145-023-01143-z

By:

Tasan, Melika;
Ghorbaninasab, Zahrasadat;
Haji-Aghajany, Saeid;
Ghiasvand, Alireza

Publication type:

Article

The discrimination of tectonic settings using trace elements in magmatic zircons: A machine learning approach.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4097, doi. 10.1007/s12145-023-01142-0

By:

Wang, Luyuan;
Zhang, Chao;
Geng, Rui;
Li, Yuqi;
Song, Jijie;
Wang, Bin;
Cui, Fanghua

Publication type:

Article

Deep learning based landslide detection using open-source resources: Opportunities and challenges.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4035, doi. 10.1007/s12145-023-01141-1

By:

Das, Suvam;
Sharma, Priyanka;
Pain, Anindya;
Kanungo, Debi Prasanna;
Sarkar, Shantanu

Publication type:

Article

Impact of land cover classes on surface temperature in the vicinity of urban lakes and vegetation patches: A non-parametric regression analysis over decadal data.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3947, doi. 10.1007/s12145-023-01140-2

By:

Dhole, Asha;
Kadaverugu, Rakesh;
Tomar, Sagar;
Biniwale, Rajesh;
Sharma, Asheesh

Publication type:

Article

Enhanced streamflow prediction using SWAT's influential parameters: a comparative analysis of PCA-MLR and XGBoost models.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4053, doi. 10.1007/s12145-023-01139-9

By:

R, Yamini Priya;
R, Manjula

Publication type:

Article

Mapping and analysing framework for extreme precipitation-induced flooding.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4213, doi. 10.1007/s12145-023-01137-x

By:

Rana, Vikas Kumar;
Linh, Nguyen Thi Thuy;
Ditthakit, Pakorn;
Elkhrachy, Ismail;
Nguyen, Trinh Trong;
Nguyen, Nguyet-Minh

Publication type:

Article

WRF-MOSIT: a modular and cross-platform tool for configuring and installing the WRF model.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4327, doi. 10.1007/s12145-023-01136-y

By:

Hatheway, William;
Snoun, Hosni;
ur Rehman, Haseeb;
Mwanthi, Anthony

Publication type:

Article

Coastal vulnerability assessment using the machine learning tree-based algorithms modeling in the north coast of Java, Indonesia.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3981, doi. 10.1007/s12145-023-01135-z

By:

Yulianto, Fajar;
Wibowo, Mardi;
Yananto, Ardila;
Perdana, Dhedy Husada Fadjar;
Wiguna, Edwin Adi;
Prabowo, Yudhi;
Rahili, Nurkhalis;
Nurwijayanti, Amalia;
Iswari, Marindah Yulia;
Ratnasari, Esti;
Rusdiutomo, Amien;
Nugroho, Sapto;
Purwoko, Andan Sigit;
Aziz, Hilmi;
Fachrudin, Imam

Publication type:

Article

A novel feature fusion-based stratum image recognition method for drilling rig.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4293, doi. 10.1007/s12145-023-01132-2

By:

Wu, Zhengyan;
He, Jilin;
Huang, Chao;
Yao, Renshan

Publication type:

Article

Nearshore significant wave height prediction based on MIC-LSTM model.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3963, doi. 10.1007/s12145-023-01134-0

By:

Li, Yan;
Qin, Xue;
Zhu, Daoheng

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3839, doi. 10.1007/s12145-023-01131-3

By:

Bakhshi, Aida;
Alamdari, Parisa;
Heidari, Ahmad;
Mohammadi, Mohmmad Hossein

Publication type:

Article

Novel residual hybrid machine learning for solar activity prediction in smart cities.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3931, doi. 10.1007/s12145-023-01130-4

By:

Abdulkadir, Rabiu Aliyu;
Hasan, Mohammad Kamrul;
Islam, Shayla;
Gadekallu, Thippa Reddy;
Pandey, Bishwajeet;
Safie, Nurhizam;
Syväjärvi, Mikael;
Nasor, Mohamed

Publication type:

Article

Integrating watershed segmentation algorithm and supervised Bayesian classification for the assessment of petrophysical parameters, pore properties, and lithofacies: a case study from Abadan Plain, SW Iran.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3913, doi. 10.1007/s12145-023-01129-x

By:

Ghanbarnejad Moghanloo, Hamed;
Riahi, Mohammad Ali

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3765, doi. 10.1007/s12145-023-01128-y

By:

Polat, Nizar

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3779, doi. 10.1007/s12145-023-01127-z

By:

Amirzehni, Parastoo;
Samadianfard, Saeed;
Nazemi, AmirHossein;
Sadraddini, AliAshraf

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3811, doi. 10.1007/s12145-023-01125-1

By:

Barrena-González, Jesús;
Gabourel-Landaverde, V. Anthony;
Mora, Jorge;
Contador, J. Francisco Lavado;
Fernández, Manuel Pulido

Publication type:

Article

Exploring hybrid models for forecasting CO2 emissions in drought-prone Somalia: a comparative analysis.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3895, doi. 10.1007/s12145-023-01126-0

By:

Egeh, Omer Mohamed;
Chesneau, Christophe;
Muse, Abdisalam Hassan

Publication type:

Article

A hybrid of RainNet and genetic algorithm in nowcasting prediction.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3885, doi. 10.1007/s12145-023-01120-6

By:

Ngan, Tran Thi;
Son, Ha Gia;
Omar, Michael;
Thang, Nguyen Truong;
Giang, Nguyen Long;
Tuan, Tran Manh;
Tho, Nguyen Anh

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3797, doi. 10.1007/s12145-023-01119-z

By:

Naseri, Nazanin;
Mostafazadeh, Raoof

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3667, doi. 10.1007/s12145-023-01117-1

By:

Phinzi, Kwanele;
Ngetar, Njoya Silas;
Pham, Quoc Bao;
Chakilu, Gashaw Gismu;
Szabó, Szilárd

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3579, doi. 10.1007/s12145-023-01115-3

By:

Totola, Lucas Broseghini;
Bicalho, Kátia Vanessa;
Hisatugu, Wilian Hiroshi

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3729, doi. 10.1007/s12145-023-01118-0

By:

Dmitriev, Pavel A.;
Kozlovsky, Boris L.;
Dmitrieva, Anastasiya A.;
Varduni, Tatiana V.

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3679, doi. 10.1007/s12145-023-01116-2

By:

Chen, Rong;
Li, Guanghui;
Dai, Chenglong

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3629, doi. 10.1007/s12145-023-01112-6

By:

Ma, Kai;
Zheng, Shuai;
Tian, Miao;
Qiu, Qinjun;
Tan, Yongjian;
Hu, Xinxin;
Li, HaiYan;
Xie, Zhong

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3023, doi. 10.1007/s12145-023-01111-7

By:

Ding, Weifu;
Sun, Huihui

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3597, doi. 10.1007/s12145-023-01110-8

By:

Farzad, Reza;
Ahmadi, Farshad;
Sharafati, Ahmad;
Hosseini, Seyed Abbas

Publication type:

Article

Anomaly detection method for TBM construction based on improved VMD-XGBoost-BILSTM combined model.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4273, doi. 10.1007/s12145-023-01101-9

By:

Lu, Zhipeng;
Shi, Kebin

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3563, doi. 10.1007/s12145-023-01100-w

By:

Mohammadi, Reza;
Nazari, Amin;
Abdoli, Hatam;
Nassiri, Mohammad

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3417, doi. 10.1007/s12145-023-01099-0

By:

Abbas, Mohammed A.;
Al-Mudhafar, Watheq J.;
Wood, David A.

Publication type:

Article

Extraction and analysis of snow covered area from high resolution satellite imageries using K-means clustering.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 4285, doi. 10.1007/s12145-023-01108-2

By:

Kodge, B. G.

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3697, doi. 10.1007/s12145-023-01107-3

By:

Kumar, Ankit;
Elumalai, Suresh Pandian

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3647, doi. 10.1007/s12145-023-01106-4

By:

Singh, Saurabh;
Bhatla, R.;
Sinha, Palash;
Pant, Manas

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3619, doi. 10.1007/s12145-023-01105-5

By:

dos Santos Klipp, Telmo;
Petry, Adriano;
Aita Fazul, Rhauani Weber;
Ferreira da Silva, Lucas;
da Cunha Corrêa, Iago;
Charão, Andrea Schwertner;
Pereira, André Grahl

Publication type:

Article

Wildfire susceptibility prediction using a multisource and spatiotemporal cooperative approach.

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3511, doi. 10.1007/s12145-023-01104-6

By:

Deng, Jiehang;
Wang, Weiming;
Gu, Guosheng;
Chen, Zhiqiang;
Liu, Jing;
Xie, Guobo;
Weng, Shaowei;
Ding, Lei;
Li, Chuan

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3469, doi. 10.1007/s12145-023-01103-7

By:

Wang, Shichao;
Yu, Xiaoge;
Li, Yan;
Wang, Shujun;
Meng, Can

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3387, doi. 10.1007/s12145-023-01098-1

By:

Zamanzadeh Talkhouncheh, Milad;
Davoodi, Shadfar;
Larki, Babak;
Mehrad, Mohammad;
Rashidi, Sina;
Vasfi, Maher

Publication type:

Article

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

Published in:

Earth Science Informatics, 2023, v. 16, n. 4, p. 3323, doi. 10.1007/s12145-023-01097-2

By:

Jithendra, Thandra;
Basha, S. Sharief

Publication type:

Article