AI-Driven Climate Precision Agriculture for Climate Resilience

In response to growing climate variability and agricultural challenges, this paper presents AI-driven Climate Precision Agriculture, a smart system designed to enhance climate resilience in the agricultural sector. This system integrates artificial intelligence, real-time climate data, and precision agriculture techniques to deliver tailored farming recommendations. Through satellite data processing and predictive analytics, the platform empowers farmers with actionable insights on crop selection, fertilization, and harvesting schedules. The goal is to improve yield, optimize resource usage, and ensure sustainability under changing climatic conditions. The paper details the system’s architecture, data sources, machine learning models, and real-world applications in small and large-scale farming.

Publication Details

Journal
PhilPapers (PhilPapers Foundation)
Published
2025-01-01
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

AI-Driven Climate Precision Agriculture for Climate Resilience

PhilPapers (PhilPapers Foundation)
Smart Agriculture and AI
article

AI-Driven Climate Precision Agriculture for Climate Resilience

article en

Abstract

In response to growing climate variability and agricultural challenges, this paper presents AI-driven Climate Precision Agriculture, a smart system designed to enhance climate resilience in the agricultural sector. This system integrates artificial intelligence, real-time climate data, and precision agriculture techniques to deliver tailored farming recommendations. Through satellite data processing and predictive analytics, the platform empowers farmers with actionable insights on crop selection, fertilization, and harvesting schedules. The goal is to improve yield, optimize resource usage, and ensure sustainability under changing climatic conditions. The paper details the system’s architecture, data sources, machine learning models, and real-world applications in small and large-scale farming.

PhilPapers (PhilPapers Foundation)
Zero hunger
Openalex Percentile: Top 35%
Smart Agriculture and AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

AI-Driven Climate Precision Agriculture for Climate Resilience · PhilPapers (PhilPapers Foundation) (2025) | TGRS Research Map | TGRS