Cover Image

DeepSalt: Bridging Laboratory and Satellite Spectra through Domain Adaptation and Knowledge Distillation for Large-Scale Soil Salinity Estimation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dey, Rupasree, Matin, Abdul, Lewark, Everett, Faruk, Tanjim Bin, Bachinin, Andrei, Leuthold, Sam, Cotrufo, M. Francesca, Pallickara, Shrideep, Pallickara, Sangmi Lee
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Knowledge-Guided Masked Autoencoder with Linear Spectral Mixing and Spectral-Angle-Aware Reconstruction
by: Matin, Abdul, et al.
Published: (2025)

HyperKD: Distilling Cross-Spectral Knowledge in Masked Autoencoders via Inverse Domain Shift with Spatial-Aware Masking and Specialized Loss
by: Matin, Abdul, et al.
Published: (2025)

TerraMAE: Learning Spatial-Spectral Representations from Hyperspectral Earth Observation Data via Adaptive Masked Autoencoders
by: Faruk, Tanjim Bin, et al.
Published: (2025)

Automated CVE Analysis: Harnessing Machine Learning In Designing Question-Answering Models For Cybersecurity Information Extraction
by: Faruk, Tanjim Bin
Published: (2024)

Evaluating the Performance of Large Language Models in Scientific Claim Detection and Classification
by: Faruk, Tanjim Bin
Published: (2024)

Frictional Agent Alignment Framework: Slow Down and Don't Break Things
by: Nath, Abhijnan, et al.
Published: (2025)

Comment on "Angle insensitive filters based on Fabry-Perot resonance structures" [J. Appl. Phys. 136, 193102 (2024)]
by: Cotrufo, Michele
Published: (2026)

Soil Salts Affect MAOC Content and the Adsorption of Organic Matter on Clay Minerals in Coastal Saline Soils
by: Liwen Xu, et al.
Published: (2026)

Impact of the child's birth weight on maternal misperceptions of young children's weight: A retrospective study with nationally representative data
by: Sangmi Lee
Published: (2024)

Genomic and Phenotypic Bases of Salt Tolerance in Sinorhizobium meliloti : Candidate Traits for Bioinoculant Development Addressing Saline Soils
by: Agnese Bellabarba, et al.
Published: (2026)

A new concordance homomorphism from Khovanov homology
by: Lewark, Lukas
Published: (2024)

Quasipositivity and braid index of pretzel knots
by: Lewark, Lukas
Published: (2022)

Smoothly slice knots with Alexander polynomial 1 and high unknotting number
by: Lewark, Lukas
Published: (2025)

The second coefficient of the Alexander polynomial as a satellite obstruction
by: Lewark, Lukas
Published: (2024)

Failure Mechanism of Salt Barrier in Saline Soil Subgrade in Cold and Arid Plateau Areas
by: Yurong Zhang, et al.
Published: (2024)

Regulation of Water‐Soluble Salt Ions by Plantations to Enhance Carbon Sequestration in Coastal Saline‐Alkali Soils
by: Kaiwen Huang, et al.
Published: (2026)

Spatial Distributions of Salinity and Sodicity in Semiarid Irrigated Lands in Ethiopia for Effective Salt‐Affected Soil Management
by: Gezimu Gelu, et al.
Published: (2025)

Differential Effects of Salt Anion Type and Contents on Aggregate‐Associated C and N in Saline‐Alkali Soils
by: Yuqi Chen, et al.
Published: (2025)

Reconfigurable Analog Computation With Twisted Metasurfaces (Advanced Optical Materials 5/2026)
by: Felix Wong, et al.
Published: (2026)

Reconfigurable Analog Computation With Twisted Metasurfaces
by: Felix Wong, et al.
Published: (2025)

Using Soil Sensors to Assess Soil Salinity
by: Shailesh Pandit, et al.
Published: (2024)

Study on the Effect of Soil Type and Salinity on Water–Soil Characteristic Curves of Saline Soils Based on the Vapor Balance Technique
by: Tianyu Zhao, et al.
Published: (2024)

Mobility Extraction and Analysis of GaN HEMTs for RF Applications Using TCAD and Experimental Data
by: Rahman, Tanjim
Published: (2025)

Rasmussen invariants of Whitehead doubles and other satellites
by: Lewark, Lukas, et al.
Published: (2022)

Signs of knot polynomial evaluations from a topological perspective
by: Jost, Luana, et al.
Published: (2026)

Balanced algebraic unknotting, linking forms, and surfaces in three- and four-space
by: Feller, Peter, et al.
Published: (2019)

Multiscale Mechanisms of Neuroplasticity: From Molecular Signaling to Behavioral Adaptation in Sensory and Cognitive Neural Circuits
by: Sheikh, Md Tanjim
Published: (2026)

Transparent AI for Mathematics: Transformer-Based Large Language Models for Mathematical Entity Relationship Extraction with XAI
by: Aurpa, Tanjim Taharat
Published: (2026)

Space-Time Nonlocal Metasurfaces for Event-Based Image Processing
by: Esfahani, Sedigheh, et al.
Published: (2024)

Inhibitory Effects of Dicyandiamide and Neem ( Azadirachta indica ) on N Dynamics and Greenhouse Gas Emissions in Paddy Saline‐Sodic Soils: A Laboratory Study
by: Peangdin Chaiyapo, et al.
Published: (2025)

To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation
by: Waheed, Abdul, et al.
Published: (2024)

An Integrated Technology for Saline Soil Reclamation and Vegetation Establishment on Heavily Saline Muddy Coastal Land
by: Zhaoqiang Ju, et al.
Published: (2026)

Volumetric and Acoustic Study to Investigate Molecular Interaction of Proline With Saline Salts
by: Sonali V. Hepat, et al.
Published: (2026)

Management of Soil Salinity of Shrigonda Taluka for Irrigated Land
by: Madhuri Rahul Gulave
Published: (2026)

Improving Cryptocurrency Pump-and-Dump Detection through Ensemble-Based Models and Synthetic Oversampling Techniques
by: Yu, Jieun, et al.
Published: (2025)

Effect of High‐Salinity Brackish Water Drip Irrigation on the Leaching Efficiency of Extremely Heavy Saline Soil
by: Xingzhi Dong, et al.
Published: (2026)

On the Origin of the Satellite Peaks in Alpha Particle Spectra
by: F. Camargo
Published: (2004)

Synergistic Effects of Salinization and Artificial Root Exudates on Soil Phosphatase Activity in Coastal Soil
by: Nicolina Lentine, et al.
Published: (2026)

Regulation Mechanism of Nitrogen Fertilizer on Soil Organic Carbon in Global Saline‐Alkaline Soils
by: Baijun Shang, et al.
Published: (2025)

Salt Life: Salinity Drives Ectomycorrhizal Community Structure in the Endangered Pine Rocklands
by: Elena Karlsen‐Ayala, et al.
Published: (2025)