Remote Sensing Insights: Leveraging Advanced Machine Learning Models and Optimization for Enhanced Accuracy in Precision Agriculture DOI Creative Commons
Youssef N. Altherwy,

Ali Roman,

Syed Rameez Naqvi

и другие.

IEEE Access, Год журнала: 2024, Номер 12, С. 132290 - 132302

Опубликована: Янв. 1, 2024

Язык: Английский

Harnessing quantum computing for smart agriculture: Empowering sustainable crop management and yield optimization DOI
Chrysanthos Maraveas, Debanjan Konar,

Dimosthenis K. Michopoulos

и другие.

Computers and Electronics in Agriculture, Год журнала: 2024, Номер 218, С. 108680 - 108680

Опубликована: Фев. 10, 2024

Язык: Английский

Процитировано

23

Impact of Controlled Environment Agriculture (CEA) in Nigeria, a Review of the Future of Farming in Africa DOI Creative Commons

Mabel Adaeze Nwanojuo,

Christian Anumudu, Helen Onyeaka

и другие.

Agriculture, Год журнала: 2025, Номер 15(2), С. 117 - 117

Опубликована: Янв. 7, 2025

The study investigates controlled environment agriculture (CEA) in Nigeria focusing on its feasibility, economic benefits, environmental impact, and socio-economic implications. While CEA technologies such as hydroponics, vertical farming, automation, greenhouse systems offer efficiency yield improvements, this review highlights the extent to which they can be utilized solving food challenges facing country including shortages, wasteful use of land, climatic disturbances agriculture. However, their adoption faces like high initial costs, technical knowledge gaps, unstable energy infrastructure. Additionally, there is a lack localized research resource utilization, crop profitability, scalability these Nigeria’s urban rural contexts, further hinders adoption. Government policy reforms, renewable access, capacity-building programs are crucial overcoming barriers. Localized pilot projects field studies also necessary validate feasibility under unique conditions. Cross-country comparisons with South Africa Kenya reveal actionable insights for implementation Africa’s public-private partnerships Kenya’s solar-powered farms serve blueprints expansion. teeming population import-dependent, agricultural imports reaching 3.35 trillion Naira between 2019 2023. This unsustainable requires alternative measures targeted interventions increase productivity. Overall, contribute meaningfully Nigerian sector, specific changes subsidies, stakeholder engagement, programs, infrastructure development must instituted achieve sustainable growth. Furthermore, strategies hybridizing traditional practices creating “pay-as-you-grow” financial models make transition more viable smallholder farmers, who dominate sector.

Язык: Английский

Процитировано

2

Heat Stress and Plant–Biotic Interactions: Advances and Perspectives DOI Creative Commons
Rahul Mahadev Shelake, Sopan Ganpatrao Wagh, Akshay Milind Patil

и другие.

Plants, Год журнала: 2024, Номер 13(15), С. 2022 - 2022

Опубликована: Июль 23, 2024

Climate change presents numerous challenges for agriculture, including frequent events of plant abiotic stresses such as elevated temperatures that lead to heat stress (HS). As the primary driving factor climate change, HS threatens global food security and biodiversity. In recent years, have negatively impacted physiology, reducing plant's ability maintain disease resistance resulting in lower crop yields. Plants must adapt their priorities toward defense mechanisms tolerate challenging environments. Furthermore, selective breeding long-term domestication higher yields made varieties vulnerable multiple stressors, making them more susceptible events. Studies on predict concurrent biotic will become severe future, potentially occurring simultaneously or sequentially. While most studies focused singular effects systems examine how plants respond specific stresses, simultaneous occurrence pose a growing threat agricultural productivity. Few explored interactions between plant-biotic interactions. Here, we aim shed light physiological molecular (bacteria, fungi, oomycetes, nematodes, insect pests, pollinators, weedy species, parasitic plants), well combined impact growth We also advances designing developing various strategies address multi-stress scenarios related factors.

Язык: Английский

Процитировано

13

Relevance of Advanced Plant Disease Detection Techniques in Disease and Pest Management for Ensuring Food Security and Their Implication: A Review DOI Open Access

Matthew Abu John,

Ibukunoluwa Abimbola Bankole,

Oluwatayo Benjamin Ajayi-Moses

и другие.

American Journal of Plant Sciences, Год журнала: 2023, Номер 14(11), С. 1260 - 1295

Опубликована: Янв. 1, 2023

Plant diseases and pests present significant challenges to global food security, leading substantial losses in agricultural productivity threatening environmental sustainability. As the world's population grows, ensuring availability becomes increasingly urgent. This review explores significance of advanced plant disease detection techniques pest management for enhancing security. Traditional methods often rely on visual inspection are time-consuming subjective. leads delayed interventions ineffective control measures. However, recent advancements remote sensing, imaging technologies, molecular diagnostics offer powerful tools early precise detection. Big data analytics machine learning play pivotal roles analyzing vast complex datasets, thus accurately identifying predicting occurrence severity. We explore how prompt employing enable more efficient concurrently minimize impact conventional practices. Furthermore, we analyze make future recommendations improve precision sensitivity current techniques. propose incorporating eco-evolutionary theories into research enhance understanding pathogen spread climates mitigate risk outbreaks. highlight need a science-policy interface that works closely with scientists, policymakers, relevant intergovernmental organizations ensure coordination collaboration among them, ultimately developing effective monitoring strategies needed securing sustainable production well-being.

Язык: Английский

Процитировано

20

Implications of a Climate-Smart Approach to Food and Income Security for Urban Sub-Saharan Africa: A Systematic Review DOI Open Access
Nolwazi Z. Khumalo,

Melusi Sibanda,

Lelethu Mdoda

и другие.

Sustainability, Год журнала: 2024, Номер 16(5), С. 1882 - 1882

Опубликована: Фев. 25, 2024

Climate change presents a significant threat to humanity. It affects agriculture, food supply, and economic development. Urban agriculture (UA) is an alternate climate-smart approach enhancing income security. The (CSA) concept promises lessen the effects of climate change. Nuanced research critical warrant This review paper synthesises evidence through systematic literature search analyse implications CSA practices adaptation strategies for prospects. We also employed bibliometric analysis show emerging trends identify knowledge gaps in ongoing topical discourse. elucidates insights into how boost urban production, accessibility, dietary diversity, ultimately farmers’ benefits highlight that UA vital improving income. Despite opportunities created by UA, recognises challenges trade-offs call transforming safeguard security face increasing calls all-round transformation encompassing community-based efforts, capacity building, policy support mechanisms aimed at advancing climate-resilient ensuring ever-changing environment.

Язык: Английский

Процитировано

7

An exploration of the latest developments, obstacles, and potential future pathways for climate-smart agriculture DOI Creative Commons
Asif Raihan, Mohammad Ridwan,

Md. Shoaibur Rahman

и другие.

Climate smart agriculture., Год журнала: 2024, Номер 1(2), С. 100020 - 100020

Опубликована: Сен. 24, 2024

Язык: Английский

Процитировано

7

Growing Green: Sustainable Agriculture Meets Precision Farming: A Review DOI Open Access
S. L. Kayastha, Anup Behera, Jyoti Prakash Sahoo

и другие.

Bhartiya Krishi Anusandhan Patrika, Год журнала: 2024, Номер Of

Опубликована: Янв. 18, 2024

Precision farming involves the use of advanced technologies such as global positioning system (GPS), sensors and data analytics to make informed decisions on crop management. The integration sustainable agriculture principles with precision techniques offers a holistic approach address challenges faced by modern agriculture. This review explores convergence practices, aiming enhance efficiency, productivity environmental sustainability systems. delves into farming, which GPS, optimize resource improve yields. practices within frameworks is central focus, emphasizing importance supervision, soil health biodiversity conservation. also highlights collaboration between cutting-edge agricultural environment friendly illustrating path forward for industry towards resilient nutritional security.

Язык: Английский

Процитировано

4

Sugarcane sustainability in a changing climate: a systematic review on pests, diseases, and adaptive strategies DOI Creative Commons

Bahati Hakimu Msomba,

Patrick Madulu Ndaki, Charles O. Joseph

и другие.

Frontiers in Agronomy, Год журнала: 2024, Номер 6

Опубликована: Авг. 12, 2024

The cultivation of sugarcane ( Saccharum officinarum L.) in the face climate change requires robust strategies for managing pests, diseases, and weeds. This systematic review exposes critical deficiencies current practices underscores need climate-adaptive strategies. Climate differentially influences pest behaviour, disease progression, weed growth across various regions, yet lack region-specific responses impairs effective management. emphasizes necessity localized approaches that consider specific climatic conditions development predictive models to anticipate outbreaks. These include Decision Support Systems (DSS), Vector Machines (SVM), Susceptible-Exposed-Infectious-Recovered (SEIR) models, Geographic Information (GIS), Species Distribution Models (SDMs), Agricultural Production sIMulator (APSIM), Integrated Pest Management (IPM). Crucial encompass integrated management, adaptive breeding, precision agriculture, ongoing innovation. Precision agriculture technologies, such as remote sensing drones, enable early detection prompt interventions. By adopting these measures addressing existing research gaps, industry can bolster its resilience maintain productivity amidst evolving conditions. Systematic registration https://www.bmj.com/content/372/bmj.n71 .

Язык: Английский

Процитировано

4

Emerging Pests and Disease Vectors DOI

Prity Das,

Rakesh Das,

Manish Kumar Gautam

и другие.

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0

Climate Change Health Impacts of Food Toxins DOI
Mosaad A. Abdel‐Wahhab, Aziza A. El‐Nekeety, Yasser El‐Sayed

и другие.

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0