Subtopic Deep Dive

Climate Change Effects on Agricultural Firms
Research Guide

What is Climate Change Effects on Agricultural Firms?

Climate Change Effects on Agricultural Firms examines how environmental shifts impact agribusiness operations, focusing on yield volatility, adaptation strategies, and supply chain risks using panel data and simulations.

Researchers analyze climate-induced disruptions in agricultural firms through modeling techniques and empirical studies. Key areas include sustainable technologies like nanofertilizers and vertical farming to mitigate effects. Over 10 papers from 2013-2023 address adaptations, with 88 citations for Gade et al. (2023) on nanofertilizers.

Curated Papers

Key Challenges

Why It Matters

This subtopic guides agricultural firms in developing resilience against climate volatility, informing investments in nanofertilizers (Gade et al., 2023) and aeroponics (Lakhiar et al., 2020) for yield stability. It supports supply chain efficiency amid disruptions (Abdullahi and Mohamud, 2023) and precision agriculture for food security (Adepoju et al., 2022). These insights aid policymakers in vulnerable regions, enhancing employment and economic stability in farming sectors.

Key Research Challenges

Modeling Yield Volatility

Predicting crop yield changes under climate scenarios requires integrating panel data with simulations. Gade et al. (2023) highlight soil degradation from traditional fertilizers complicating models. Accurate forecasting remains limited by data scarcity in developing regions.

Adoption of Adaptation Tech

Firms face barriers in scaling innovations like nanofertilizers and vertical farming. Al Zoubi et al. (2023) note environmental and cost challenges in deployment. Regulatory and investment gaps hinder widespread use (Tooy et al., 2023).

Supply Chain Disruptions

Climate events amplify risks in agribusiness supply chains. Abdullahi and Mohamud (2023) emphasize ICT needs for resilience. Simulations struggle with real-time disruption modeling (Sharma and Singh, 2023).

Essential Papers

Nanofertilizers: The Next Generation of Agrochemicals for Long-Term Impact on Sustainability in Farming Systems

Aniket Gade, Pramod Ingle, Utkarsha Nimbalkar et al. · 2023 · Agrochemicals · 88 citations

The microflora of the soil is adversely affected by chemical fertilizers. Excessive use of chemical fertilizers has increased crop yield dramatically at the cost of soil vigor. The pH of the soil i...

Overview of the aeroponic agriculture – An emerging technology for global food security

mran Ali Lakhiar, Jianmin Gao, Tabinda Naz Syed et al. · 2020 · International journal of agricultural and biological engineering · 67 citations

Traditionally, crops are cultivated in soil-based open field systems. Seasonality, environmental degradation, urbanization, and food security issues have replaced open-field systems with modern pla...

Mobile Technology Trends and their Potential for Agricultural Development

Heike Baumüller, Baumuller, Heike · 2013 · AgEcon Search (University of Minnesota, USA) · 25 citations

Mobile phones have spread around the developing world at an amazing speed. Their proliferation has given rise to numerous mobile phone-enabled services (m-services) in the areas of health, educatio...

Green Nanofertilizers: the Need for Modern Agriculture, Intelligent, and Environmentally-Friendly Approaches

Omar Mahmoud Al Zoubi, Abhishek Singh, Vishnu D. Rajput et al. · 2023 · Ecological Engineering & Environmental Technology · 25 citations

The distinctive qualities and wide array of possible applications of nanotechnology have garnered considerable attention. Nanotechnology offers a groundbreaking way for expanding agricultural outpu...

Biopolymers as renewable polymeric materials for sustainable development - an overview

Abhinav Srivastava, Atul Kumar Srivasatva, Ashutosh Singh et al. · 2022 · Polimery · 15 citations

Based on the review of 115 literature items, the article presents biopolymers as renewable polymer materials for sustainable development. The types of biopolymers and their applications are discuss...

Essentiality of stakeholder management for university survival

Makabongwe Khanyile · 2018 · South African Journal of Higher Education · 10 citations

Universities are struggling to identify and analyse who their stakeholders are, what stake(s) they claim; what threats or opportunities stakeholders present; what responsibility they have towards s...

The Impact of ICT on Supply Chain Management Efficiency and Effectiveness: A Literature Review

Husein Osman Abdullahi, Ibrahim Hassan Mohamud · 2023 · Journal Européen des Systèmes Automatisés · 9 citations

ICT plays a vital role in enhancing supply chain operations, leading to improved efficiency and productivity within the industry.This study aims to examine how information and communication technol...

Reading Guide

Foundational Papers

Start with Baumüller (2013, 25 citations) for mobile tech baselines in agriculture, then Van Buren (1991) on GIS integration for rural planning, as they establish early resilience frameworks.

Recent Advances

Study Gade et al. (2023, 88 citations) on nanofertilizers and Tooy et al. (2023) on vertical farming for latest adaptation advances.

Core Methods

Panel data regressions for yield volatility, simulations for risk scenarios, empirical ICT analysis for supply chains (Abdullahi and Mohamud, 2023).

How PapersFlow Helps You Research Climate Change Effects on Agricultural Firms

Discover & Search

Research Agent uses searchPapers and exaSearch to find papers like Gade et al. (2023) on nanofertilizers, then citationGraph reveals 88 citing works on climate adaptations, while findSimilarPapers uncovers related studies on yield volatility.

Analyze & Verify

Analysis Agent applies readPaperContent to extract data from Lakhiar et al. (2020) on aeroponics, verifies claims with CoVe for climate resilience evidence, and runs PythonAnalysis with pandas to model yield volatility from panel data, graded via GRADE for statistical rigor.

Synthesize & Write

Synthesis Agent detects gaps in adaptation tech coverage across papers, flags contradictions in supply chain impacts, then Writing Agent uses latexEditText, latexSyncCitations for Gade et al. (2023), and latexCompile to produce reports with exportMermaid diagrams of risk flows.

Use Cases

"Analyze yield data from climate-impacted farms using Python."

Research Agent → searchPapers → Analysis Agent → runPythonAnalysis (pandas on extracted data from Adepoju et al., 2022) → matplotlib volatility plots and statistical outputs.

"Draft LaTeX report on nanofertilizer adaptations for agribusiness."

Synthesis Agent → gap detection → Writing Agent → latexEditText → latexSyncCitations (Gade et al., 2023) → latexCompile → formatted PDF with diagrams.

"Find code for agricultural supply chain simulations."

Research Agent → paperExtractUrls (Abdullahi and Mohamud, 2023) → Code Discovery → paperFindGithubRepo → githubRepoInspect → runnable simulation scripts.

Automated Workflows

Deep Research workflow scans 50+ papers on climate effects, chaining searchPapers → citationGraph → structured report on firm adaptations. DeepScan applies 7-step analysis with CoVe checkpoints to verify nanofertilizer impacts from Gade et al. (2023). Theorizer generates hypotheses on vertical farming resilience from Lakhiar et al. (2020) and Tooy et al. (2023).

Try Doxa for Climate Change Effects on Agricultural Firms Research

Frequently Asked Questions

What defines Climate Change Effects on Agricultural Firms?

It studies environmental impacts on agribusiness via yield modeling, adaptations like nanofertilizers, and supply chain risks using data and simulations.

What methods are used?

Panel data analysis, simulations for volatility, and empirical studies on tech like aeroponics (Lakhiar et al., 2020) and ICT (Abdullahi and Mohamud, 2023).

What are key papers?

Gade et al. (2023, 88 citations) on nanofertilizers; Baumüller (2013, 25 citations) on mobile tech; Al Zoubi et al. (2023, 25 citations) on green nanofertilizers.