Journal of Soil Future Research

Research Archives - Volume 6, Issue 1 (2025)

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2025; 6(1): 01-06

6 18

Transformer-based Models for High-Resolution Soil Property Mapping: Leveraging Deep Learning and Multi-Modal Remote Sensing for Precision Agriculture

By : Dr. Anastasios Georgiou, Dr. Seyed Mahdi Hosseini, Dr. Eshetu Tadesse

Country : Greece

Abstract

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2025; 6(1): 07-12

4 16

Federated Learning Approaches for Regional Soil Databases: Privacy-Preserving Collaborative Machine Learning for Digital Soil Mapping

By : Dr. Nisha Malhotra, Dr. Suman Ghosh

Country : India

Abstract

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2025; 6(1): 13-18

Uncertainty Quantification in AI-Predicted Soil Maps: Bayesian Deep Learning and Ensemble Methods for Reliable Digital Soil Mapping

By : Dr. Meera Subramanian, Dr. Manish Patel, Deepika Rawat

Country : India

Abstract

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2025; 6(1): 19-25

Explainable AI (XAI) for Soil Prediction Interpretability: Enhancing Trust and Understanding in Digital Soil Mapping Through Model Transparency

By : Dr. Harish Chandra, Deepika Rawat

Country : India

Abstract

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2025; 6(1): 26-28

AI-Driven Fusion of Hyperspectral, LiDAR, and SAR Data for Soil Mapping

By : Dr. Fatima Al-Zahra, Dr. Thomas Müller, Dr. Elena García

Country : Saudi Arabia

Abstract

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2025; 6(1): 29-35

1 4

Long-read Metagenomics to Resolve Keystone Taxa: Advancing Microbial Ecology Through High-Resolution Community Structure Analysis

By : Dr. Ayako Nishida, Dr. Samuel Kimani

Country : Japan

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2025; 6(1): 36-39

CRISPR-based Functional Profiling of Soil Microbiota: A Novel Approach for Understanding Microbial Ecosystem Dynamics

By : Dr. Aarti Malhotra, Prof. Rakesh Verma, Dr. Neha Sharma, Dr. Arvind Singh, Dr. P

Country : India

Abstract

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2025; 6(1): 40-44

Microbiome Resilience Under Regenerative Agriculture

By : Dr. Suresh Gupta, Kavita Joshi, Dr. Harsh Mehta

Country : India

Abstract

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2025; 6(1): 45-48

1 4

Linking Microbial Co-occurrence Networks to Soil Health Indices

By : Dr. Jacob Müller, Dr. Carla Fernandez, Dr. Thomas Bennet, Dr. Ayako Nishimura,

Country : Germany

Abstract

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2025; 6(1): 49-51

1 6

Bioinformatics Pipelines for Analyzing Microbiome-Functional Soil Links: A Comprehensive Review

By : Dr. Isabella Russo, Dr. Lucas Svensson, Dr. Jan Kowalski

Country : Sweden

Abstract

Journal of Soil Future Research

Transformer-based Models for High-Resolution Soil Property Mapping: Leveraging Deep Learning and Multi-Modal Remote Sensing for Precision Agriculture

Federated Learning Approaches for Regional Soil Databases: Privacy-Preserving Collaborative Machine Learning for Digital Soil Mapping

Uncertainty Quantification in AI-Predicted Soil Maps: Bayesian Deep Learning and Ensemble Methods for Reliable Digital Soil Mapping

Explainable AI (XAI) for Soil Prediction Interpretability: Enhancing Trust and Understanding in Digital Soil Mapping Through Model Transparency

AI-Driven Fusion of Hyperspectral, LiDAR, and SAR Data for Soil Mapping

Long-read Metagenomics to Resolve Keystone Taxa: Advancing Microbial Ecology Through High-Resolution Community Structure Analysis

CRISPR-based Functional Profiling of Soil Microbiota: A Novel Approach for Understanding Microbial Ecosystem Dynamics

Microbiome Resilience Under Regenerative Agriculture

Linking Microbial Co-occurrence Networks to Soil Health Indices

Bioinformatics Pipelines for Analyzing Microbiome-Functional Soil Links: A Comprehensive Review

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