Works matching IS 18650473 AND DT 2025 AND VI 18 AND IP 2

Results: 177

Predicting groundwater levels in coastal aquifers using deep learning models: a comparative study of sedimentary and metamorphic aquifers in nova scotia.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01856-3

By:

Samani, Saeideh;
Vadiati, Meysam;
Kisi, Ozgur

Publication type:

Article

Improved generative adversarial network with bald eagle search optimization for missing data imputation.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01887-w

By:

Qin, Xiwen;
Shi, Hongyu;
Dong, Xiaogang;
Zhang, Siqi;
Yuan, Liping;
Guo, Sijia

Publication type:

Article

MSAFNet: a multi-scale data fusion-based drought recognition method for three-dimensional images of the soybean plant.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01894-x

By:

Xu, Wenkang;
Ma, Xiaodan;
Guan, Haiou;
Meng, Yan;
Zhang, Xi

Publication type:

Article

MSAFNet: a multi-scale data fusion-based drought recognition method for three-dimensional images of the soybean plant.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01894-x

By:

Xu, Wenkang;
Ma, Xiaodan;
Guan, Haiou;
Meng, Yan;
Zhang, Xi

Publication type:

Article

A deep learning approach for reconstructing hourly surface air temperature in Qinghai for the period 2006-2015.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01895-w

By:

Zhang, Qiyuan;
Zhang, Xiaodan;
Zhang, Yongkun;
Zhao, Tong;
You, Shaojie;
Huo, Wei;
Hu, Naihao

Publication type:

Article

A deep learning approach for reconstructing hourly surface air temperature in Qinghai for the period 2006-2015.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01895-w

By:

Zhang, Qiyuan;
Zhang, Xiaodan;
Zhang, Yongkun;
Zhao, Tong;
You, Shaojie;
Huo, Wei;
Hu, Naihao

Publication type:

Article

STFF-UNet: a spatio-temporal feature fusion UNet model for short-term precipitation forecasting.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01882-1

By:

Du, Xianjun;
Lian, Wenjing;
Hu, Yuxiang

Publication type:

Article

Sequence-to-sequence and meta LSTM techniques enhanced by remote sensing for advanced evapotranspiration estimation.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01896-9

By:

Hashemi, Sajjad;
Samadianfard, Saeed;
Nazemi, Amir Hossein

Publication type:

Article

Geomorphological evolution of small watershed on the Chinese Loess Plateau based on slope shape spectra.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01875-0

By:

Jiang, Hongtao;
Chen, Nan;
Wang, Chen;
Li, Sijia;
Ou, Mengyao

Publication type:

Article

Magnetic properties of agricultural soils and their relationships with environmental factors in Jinghong, Yunnan, China.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01889-8

By:

Wang, Meichen;
Li, Haixia;
Li, Shiyu;
Chen, Yudong;
Li, Gangqiang

Publication type:

Article

A refined hybrid method for 3D quaternary geological modeling and its application in coastal deposits.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01891-0

By:

Hou, Manqing;
Ye, Yabin;
He, Liang;
Han, Baoji;
Yang, Liwen;
Luo, Amin

Publication type:

Article

Scene point cloud classification based on stacked ensemble learning algorithm.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01898-7

By:

Wu, Dong;
Yan, Weidong;
Wang, Jingli

Publication type:

Article

Ensemble machine learning approaches for estimating soil texture components in loess soils of Golestan Province.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01897-8

By:

Bandak, Soraya;
Boali, Abdolhossein;
Yaghobi, Soraya;
Taghizadeh-Mehrjardi, Ruhollah

Publication type:

Article

Enhanced wildfire detection and semantic segmentation via fine-tuned deep learning models.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01863-4

By:

Quang, Nguyen Hong;
Lee, Hanna;
Ahn, Seunghyo;
Kim, Gihong

Publication type:

Article

Multivariate Adaptive Regression Splines (MARS) analysis and complementary machine learning approaches in predicting earthquake-induced slope displacements.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01899-6

By:

Eskandarinejad, Alireza;
Arellano, David;
Nazari, Rouzbeh;
Nikoo, Mohammad Reza

Publication type:

Article

Application of deep learning in magnetic spherule detection: a combined method of YOLOv8 and U-Net models.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01901-1

By:

Cui, Zehao;
Wang, Yonghong

Publication type:

Article

Mapping wildfire susceptibility in the tropical region of Brunei: a machine learning and explainable AI approach using google earth engine with remote sensing data.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01914-w

By:

Zakari, Rufai Yusuf;
Malik, Owais Ahmed;
Wee-Hong, Ong

Publication type:

Article

On hourly prediction of PM<sub>2.5</sub> using spatial–temporal graph convolutional network.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01890-1

By:

Ren, Zhenxing;
Ji, Xinxin

Publication type:

Article

Improving the hyperspectral image classification using convolutional neural networks and spectral-spatial information.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01893-y

By:

Akbari, Davood;
Rokni, Komeil;
Ashrafi, Ali

Publication type:

Article

Global to local: a novel encoder-decoder framework for urban real-time rainfall-runoff forecasting.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01907-9

By:

Tian, Yuan;
Fu, Wenlong;
Dong, Yajing;
Han, Qi;
Xiong, Qian;
Cui, Ruonan;
Ao, Zhenyu;
Lei, Xinyu

Publication type:

Article

Application of remote sensing indicators and deep learning algorithms to model the spatial distribution of soil moisture.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01842-9

By:

Nasiri Khiavi, Ali

Publication type:

Article

Estimating saltwater wedge length in sloping coastal aquifers using explainable machine learning models.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01900-2

By:

Armanuos, Asaad M.;
Elshaarawy, Mohamed Kamel

Publication type:

Article

Cloud computing-based freshwater ice mapping using synthetic aperture radar imagery.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01892-z

By:

Chaabani, Chayma;
Salvó, Constanza Sofía;
Homayouni, Saeid;
Chokmani, Karem;
Adebanjo, Hannah M.

Publication type:

Article

Cloud computing-based freshwater ice mapping using synthetic aperture radar imagery.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01892-z

By:

Chaabani, Chayma;
Salvó, Constanza Sofía;
Homayouni, Saeid;
Chokmani, Karem;
Adebanjo, Hannah M.

Publication type:

Article

RDF-G*: An efficient RDF query answer engine based on graph model and star index.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01909-7

By:

Fu, Shikang;
Zhang, Fu

Publication type:

Article

RDF-G*: An efficient RDF query answer engine based on graph model and star index.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01909-7

By:

Fu, Shikang;
Zhang, Fu

Publication type:

Article

U-TWGAN: Underwater image enhancement via wavelet-transformer and sparse multilayer perceptrons generative adversarial network.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01913-x

By:

Zhang, Jun;
Bi, Qilin

Publication type:

Article

U-TWGAN: Underwater image enhancement via wavelet-transformer and sparse multilayer perceptrons generative adversarial network.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01913-x

By:

Zhang, Jun;
Bi, Qilin

Publication type:

Article

Development of a computational deep learning model for detecting people in aerial images and videos degraded by compression artifacts.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01916-8

By:

Ferreira, Fernando Rodrigues Trindade;
Couto, Loena Marins do

Publication type:

Article

Development of a computational deep learning model for detecting people in aerial images and videos degraded by compression artifacts.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01916-8

By:

Ferreira, Fernando Rodrigues Trindade;
Couto, Loena Marins do

Publication type:

Article

A question-type guided and progressive self-attention network for remote sensing visual question answering.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01917-7

By:

Feng, Jiangfan;
Wang, Hui;
Dong, Shaokang

Publication type:

Article

A question-type guided and progressive self-attention network for remote sensing visual question answering.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01917-7

By:

Feng, Jiangfan;
Wang, Hui;
Dong, Shaokang

Publication type:

Article

A hybrid deep learning approach for accurate water body segmentation in satellite imagery.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01912-y

By:

Attya, Mohammed;
Abo-Seida, O. M.;
Abdulkader, H. M.;
Mohammed, Amgad M.

Publication type:

Article

Enhancing flood forecasting performance using effective and transparent explainable hybrid deep learning model.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01930-w

By:

Hasan, Mahmudul;
Rabbi, Md. Fazle;
Hamja, Md Amir;
Fatema, Kanij;
Hassan, Md Mahedi

Publication type:

Article

FGrS: a software for fast gravimetric ultra-high spherical harmonic synthesis.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01918-6

By:

Goli, Mehdi;
Foroughi, Ismael

Publication type:

Article

An L1 norm regularization model for signal extraction from GNSS coordinate time series.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01902-0

By:

Wang, Zhuofan;
Chen, Gang;
Li, Hongwei;
Bian, Jiawen;
Zhang, Jiaqi

Publication type:

Article

An L1 norm regularization model for signal extraction from GNSS coordinate time series.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01902-0

By:

Wang, Zhuofan;
Chen, Gang;
Li, Hongwei;
Bian, Jiawen;
Zhang, Jiaqi

Publication type:

Article

Robust geometric estimation of the plate-fixed velocities from PPP solutions.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01924-8

By:

Dogan, Ali Hasan

Publication type:

Article

Detection of changes in the heat emissions signature of buildings related to indoor activity using publicly available satellite data.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01926-6

By:

Suaza-Medina, Mario E.;
Lacasta, Javier;
López-Pellicer, Francisco J.;
Rubén, Béjar;
Zarazaga-Soria, F. Javier

Publication type:

Article

Heat extraction strategies in Hongjiang geothermal field insight from numerical simulation and artificial neural network.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01932-8

By:

Sun, Junliang;
Liu, Kai;
He, Qingcheng;
Zhang, Shouchuan;
Wang, Luyao;
Yu, Tingxi

Publication type:

Article

Heat extraction strategies in Hongjiang geothermal field insight from numerical simulation and artificial neural network.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01932-8

By:

Sun, Junliang;
Liu, Kai;
He, Qingcheng;
Zhang, Shouchuan;
Wang, Luyao;
Yu, Tingxi

Publication type:

Article

Application of machine learning model in shale TOC content prediction based on well log data: enhancing model interpretability by SHAP.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01938-2

By:

Chen, Ruibin;
Liu, Xinyu;
Zhou, Sandong;
Zhang, Weixin;
Liu, Hang;
Yan, Detian;
Wang, Hua

Publication type:

Article

Deep multivariable spatial attention CNN-based spatial grid NWP error correction for accurate one-day-ahead photovoltaic power forecast.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01919-5

By:

Bai, Mingliang;
Wang, Ruidong;
Lin, Chaojing;
Chen, Yunxiao;
Dong, Fuxiang;
Zhou, Zhihao;
Yang, Xusheng;
Liu, Jinfu;
Yu, Daren

Publication type:

Article

Intelligent growth of holy basil: an iot-based hydroponics system empowered by the CRL-SHS Algorithm.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01903-z

By:

Kumaragurubaran, T.;
Chiranjeevi V, Rahul;
D, Elangovan;
K, Deepak Kumar

Publication type:

Article

Transfer learning-based deep learning models for flood and erosion detection in coastal area of Algeria.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01866-1

By:

Hasnaoui, Yacine;
Tachi, Salah Eddine;
Bouguerra, Hamza;
Yaseen, Zaher Mundher

Publication type:

Article

Person detection in thermal images using kurtosis based histogram enhancement and YOLOv8.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01886-x

By:

Mudavath, Tirupathamma;
Niranjan, Vandana

Publication type:

Article

Integration of WebGIS and low-cost GNSS u-blox F9R into an android-based survey application for real-time monitoring.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01840-x

By:

Cahyadi, Mokhamad Nur;
Handayani, Hepi Hapsari;
Rahardjo, Agus Budi;
Nurmianto, Eko;
Maulida, Putra;
Pratomo, Danar Guruh;
Lisnawita;
Kusumawardani, Deni;
Orchid, Leviana;
Budisusanto, Yanto;
Deviantari, Udiana Wahyu;
Bioresita, Filsa;
Irbah, Nafisatus Sania

Publication type:

Article

Spatio-temporal evolution of traffic accident hotspots under road network constraints.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01881-2

By:

Fang, Shimin;
Guo, Shuai;
Gong, Yuejian;
He, Zhanjun;
Jiang, Baode

Publication type:

Article

A short-term prediction approach for air quality based on Triple cross-attention and self-loop normalized Graph Attention Network.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01883-0

By:

Tang, Chaoli;
Hu, Yi;
Wei, Yuanyuan;
Wang, Ziyu;
Zhao, Zhiwei

Publication type:

Article

Lithology identification method combining attribute generation group and generative adversarial network.

Published in:

Earth Science Informatics, 2025, v. 18, n. 2, p. 1, doi. 10.1007/s12145-025-01849-2

By:

Zhao, Fengda;
Lv, Hongjin;
Zhao, Zhuoyi;
Li, Xianshan;
Liu, Miaomiao

Publication type:

Article