Geospatial artificial intelligence (GeoAI) in the integrated hydrological and fluvial systems modeling: Review of current applications and trends

C Gonzales-Inca, M Calle, D Croghan… - Water, 2022 - mdpi.com
This paper reviews the current GeoAI and machine learning applications in hydrological and
hydraulic modeling, hydrological optimization problems, water quality modeling, and fluvial …

Integrated spatial transcriptome and metabolism study reveals metabolic heterogeneity in human injured brain

P Zheng, N Zhang, D Ren, C Yu, B Zhao, Y Zhang - Cell Reports Medicine, 2023 - cell.com
Single-cell transcriptomics can provide quantitative molecular signatures for large, unbiased
samples of the diverse cell types in the brain. With the advances of multi-omics datasets, a …

Transcription factor PagMYB31 positively regulates cambium activity and negatively regulates xylem development in poplar

Y Zhang, S Chen, L Xu, S Chu, X Yan, L Lin… - The Plant …, 2024 - academic.oup.com
Wood formation involves consecutive developmental steps, including cell division of
vascular cambium, xylem cell expansion, secondary cell wall (SCW) deposition, and …

Application of high-dimensional uniform manifold approximation and projection (UMAP) to cluster existing landfills on the basis of geographical and environmental …

TT Yu, CY Chen, TH Wu, YC Chang - Science of The Total Environment, 2023 - Elsevier
Due to extreme conditions, which are influenced by the location of landfills, the release of
pollutants has been recently proven to be more severe in estuary landfills, as these landfill …

ETR: Enhancing transformation reduction for reducing dimensionality and classification complexity in hyperspectral images

ALA Dalal, Z Cai, MAA Al-qaness, EA Alawamy… - Expert Systems with …, 2023 - Elsevier
Recent improvements in remote sensing techniques (RST) allow for collecting hyperspectral
images (HSIs) with enhanced spatial and spectral resolution. These enhancements boost …

Spatial distribution and source identification of potentially toxic elements in Yellow River Delta soils, China: An interpretable machine-learning approach

M Zhou, Y Li - Science of The Total Environment, 2024 - Elsevier
Identifying the driving factors and quantifying the sources of potentially toxic elements
(PTEs) are essential for protecting the ecological environment of the Yellow River Delta. In …

A multivariate algorithm for identifying contaminated peanut using visible and near-infrared hyperspectral imaging

Z Guo, J Zhang, J Sun, H Dong, J Huang, L Geng, S Li… - Talanta, 2024 - Elsevier
In this study, a novel uniform manifold approximation and projection combined-improved
simultaneous optimization genetic algorithm-convolutional neural network (UMAP-ISOGA …

A comprehensive analysis of biomarkers associated with synovitis and chondrocyte apoptosis in osteoarthritis

L Yang, X Yu, M Liu, Y Cao - Frontiers in Immunology, 2023 - frontiersin.org
Introduction Osteoarthritis (OA) is a chronic disease with high morbidity and disability rates
whose molecular mechanism remains unclear. This study sought to identify OA markers …

Single-cell sequencing reveals an intrinsic heterogeneity of the preovulatory follicular microenvironment

H Wu, R Zhu, B Zheng, G Liao, F Wang, J Ding, H Li… - Biomolecules, 2022 - mdpi.com
The follicular microenvironment, including intra-follicular granulosa cells (GCs), is
responsible for oocyte maturation and subsequent ovulation. However, the functions of GCs …

MMP1 acts as a potential regulator of tumor progression and dedifferentiation in papillary thyroid cancer

J Zhou, M Xu, J Tan, L Zhou, F Dong, T Huang - Frontiers in Oncology, 2022 - frontiersin.org
Papillary thyroid cancer (PTC) is one of the malignancies with an excellent prognosis.
However, in PTC, progression or dedifferentiation into poorly differentiated thyroid cancer …