Artificial Intelligence in Agricultural Mapping: A Review

Agriculture, Год журнала: 2024, Номер 14(7), С. 1071 - 1071

Опубликована: Июль 3, 2024

Artificial intelligence (AI) plays an essential role in agricultural mapping. It reduces costs and time increases efficiency management activities, which improves the food industry. Agricultural mapping is necessary for resource requires technologies farming challenges. The AI applications gives its subsequent use decision-making. This study analyses AI’s current state through bibliometric indicators a literature review to identify methods, resources, geomatic tools, types, their management. methodology begins with bibliographic search Scopus Web of Science (WoS). Subsequently, data analysis establish scientific contribution, collaboration, trends. United States (USA), Spain, Italy are countries that produce collaborate more this area knowledge. Of studies, 76% machine learning (ML) 24% deep (DL) applications. Prevailing algorithms such as Random Forest (RF), Neural Networks (ANNs), Support Vector Machines (SVMs) correlate activities In addition, contributes associated production, disease detection, crop classification, rural planning, forest dynamics, irrigation system improvements.

Язык: Английский

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A systematic review of coastal zone integrated waste management for sustainability strategies

Environmental Research, Год журнала: 2023, Номер 245, С. 117968 - 117968

Опубликована: Дек. 25, 2023

Язык: Английский

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Biotechnological Applications of Mushrooms under the Water-Energy-Food Nexus: Crucial Aspects and Prospects from Farm to Pharmacy

Foods, Год журнала: 2023, Номер 12(14), С. 2671 - 2671

Опубликована: Июль 11, 2023

Mushrooms have always been an important source of food, with high nutritional value and medicinal attributes. With the use biotechnological applications, mushrooms gained further attention as a healthy food bioenergy. This review presents different applications explores how these can support global energy, water security. It highlights mushroom’s relevance to meet sustainable development goals UN. also discusses mushroom farming its requirements. The biotechnology includes sections on in producing nanoparticles, bioenergy, bioactive compounds, well bioremediation. are discussed under water, (WEF) nexus. As far we know, this is first report relationships WEF Finally, valorizes suggests possibilities for integration.

Язык: Английский

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Bridging the gap between the water-energy-food nexus and compound risks

Environmental Research Letters, Год журнала: 2024, Номер 19(2), С. 024004 - 024004

Опубликована: Янв. 4, 2024

Abstract The water-energy-food (WEF) nexus is a concept and approach to examine the interactions of water, energy, food resources. Similarly, compound risks are set risk types that consider multiple connected factors amplify risks. While both concepts promoted as approaches move beyond silos address complex problems in environmental governance, there has been limited exploration their overlap. Our study integrates these two for more holistic assessment management resources context climate We connections between WEF ways. First, we review literature identify previous conceptual Second, seven case studies with how might be considered practice. results demonstrate limited, though not non-existent, integration theoretical studies. four cases do show some level connection practice opportunities greater future, such leveraging water sector bridge challenges together.

Язык: Английский

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Geomatic tools used in the management of agricultural activities: a systematic review

Environment Development and Sustainability, Год журнала: 2024, Номер unknown

Опубликована: Март 8, 2024

Abstract Managing agricultural activity encompasses technology, geographic information, spatial data and geomatic tools as support techniques. In this framework, mapping is an essential application due to its importance in managing food systems. This research aims analyze the state of knowledge geomatics their applications agriculture through a systematic review scientific documents methodological approaches, highlighting use evaluate trends management. The study methodology consists base publications on sustainable agriculture, with quantitative analysis production approaches. Subsequently, PRISMA establishes search subject’s methods, trends. results show that total analyzed, 60% corresponds general for crop/water/soil using satellite images. Twenty percent land coverage, considering georeferencing contributes territorial planning. Nine consider key cadastre (plot management). addition, 6% precision 5% watershed most predominant are: Geographic Information System (GIS), Global Positioning (GPS), unmanned aerial vehicle (UAV) remote sensing (RS). Also, among used techniques cartography, photogrammetry crop phenology multispectral optimisation monitoring stand out. Studies promotes sustainability practices such rotation, seeds dispersed germinated by animals, irrigation rivers/basins/streams, family gardens generation employment sources. great utility/potential acquisition geospatial accurately, time cost savings contribute decision-making city councils, public cadastral administrations, enterprises, educational institutions foundations.

Язык: Английский

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Risk transmission and driving factors of virtual water flows from the perspective of China's interregional water–energy–food trade

The Science of The Total Environment, Год журнала: 2025, Номер 959, С. 178250 - 178250

Опубликована: Янв. 1, 2025

Язык: Английский

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Natural resources, food, energy and water: Structural shocks, food production and clean energy for USA in the view of COP27

Land Degradation and Development, Год журнала: 2024, Номер 35(7), С. 2602 - 2613

Опубликована: Фев. 26, 2024

Abstract There is a notable scarcity of literature addressing the complex affiliation amidst natural resources, water productivity (WPROD), and food production index (FPI). Existing research focuses on emerging developing countries, primarily centering initial objectives sustainable development. To bridge this gap, our delves into nexus WPROD, FPI, total land resources (TLRS). Additionally, study explores persuasive roles income (GDP) renewable energy consumption (REC). Employing time series methodologies, we utilize DF‐GLS unit root assessment to assess variable static method Bayer‐Hanck test scrutinize long‐term equilibrium. The primary analysis employs least squares approach with breakpoints, supplemented by Robust for validation. For causal relationships between variables, deployed Granger causality approach. Our outcomes disclose that variables are at first difference, indicating long‐run equilibrium among all variables. Empirical suggest resource curse associated TLRS, as it negatively influences both WPROD regardless breaks. increase in coefficients 1% causes decrease −0.35% −0.185%. In contrast, GDP positively impact index, even presence structural Robustness checks yield‐mixed outcomes, though overall results remain significant consistent main methods. Causality indicates bi‐directional linkage energy, productivity, production, while demonstrates uni‐directional study. We provide relevant policies under targets COP 27 manage USA.

Язык: Английский

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A multi-case institutional analysis of water–energy–food nexus governance

Sustainability Science, Год журнала: 2024, Номер 19(4), С. 1277 - 1291

Опубликована: Май 24, 2024

Язык: Английский

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Compound dry and hot extremes: A review and future research pathways for India

Journal of Hydrology, Год журнала: 2024, Номер 635, С. 131199 - 131199

Опубликована: Апрель 15, 2024

Язык: Английский

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Convenience Orientation, Environmental Concerns and Resource Conservation Behaviours: A Case Study of Pakistan

Environmental Development, Год журнала: 2024, Номер unknown, С. 101076 - 101076

Опубликована: Сен. 1, 2024

Язык: Английский

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