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Earth Science Informatics, Volume 19
Volume 19, Number 1, January 2026
- Heng Zhang, Yiheng Cai, Shinan Lang, Xiangbin Cui, Xiaoqing Zhang, Yanliang He:

DeepHFMap: a deep neural network for mapping the heat flow distribution. 1 - Moslem Jahantigh, Hamidreza Ramazi:

Evaluating unsupervised machine learning techniques for geological mapping with airborne geophysical data: case study of Shahr-e-Babak, Iran. 2 - Haiping Zhang, Benze Zhang, Baitian Liu, Dongjing Wang, Liming Guan, Chonglei Zhu, Zeng Zhang:

TSPF-GAN: A lightweight temporal-spatial-pixel feature fusion GAN for radar-based precipitation nowcasting. 3 - Azizi Abu Bakar, Noor Zalina Mahmood, Minoru Yoneda:

Bibliometric insights into kriging research from 1980 to 2020: global trends and earth science connections. 4 - Qinsheng Du, Shiyan Zhang, Ningbo Zhang, Chao Shen, Zuosheng Du, Xin Guo, Jian Zhao:

A multiscale siamese transformer attention network for remote sensing image change detection. 5 - S. Sathish, J. Shanmugapriyan, R. Praveen Kumar, S. Vinurajkumar, Vipin Venugopal:

Metaheuristics-equipped automated contrast enhancement for images from mast camera onboard curiosity Rover. 6 - Guifu Hu, Jing Dong, Jie Zhang, Chang Liu:

Deep unfolding network with multiple learnable priors for remote sensing image super-resolution. 7 - Ganji Tejasree, Loganathan Agilandeeswari:

Multi-class land use/land cover classification using multiple encoder attention on attention for hyperspectral images. 8 - Xiu Jin, Taiji Yu, Pujun Wang, Minglong Nie, Shichang Lu:

Robustness over complexity: decision-level fusion for fine-grained volcanic lithology identification. 9 - Jyoti Maggu, Anurag Goel, Rajeev Kumar:

Smart pixels: Interpretable active dictionary learning with spatial coherence regularization for hyperspectral image classification. 10 - Kevin A. Vargas-Zamudio, Mathieu Perton, Denis Legrand, Francisco J. Sánchez-Sesma:

Physically driven feature engineering for deep learning applications in seismo-volcanic signal analysis. 11 - Juan Camilo Montaño-Caro, Eric Morales-Casique:

Implicit 3D structural geological modeling of the Mexico Basin: a scalable and reproducible open-source workflow. 12

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