Artificial intelligence and IoT driven technologies for environmental pollution monitoring and management

Frontiers in Environmental Science, Год журнала: 2024, Номер 12

Опубликована: Фев. 20, 2024

Detecting hazardous substances in the environment is crucial for protecting human wellbeing and ecosystems. As technology continues to advance, artificial intelligence (AI) has emerged as a promising tool creating sensors that can effectively detect analyze these substances. The increasing advancements information have led growing interest utilizing this environmental pollution detection. AI-driven sensor systems, AI Internet of Things (IoT) be efficiently used monitoring, such those detecting air pollutants, water contaminants, soil toxins. With concerns about detrimental impact legacy emerging on ecosystems health, it necessary develop advanced monitoring systems detect, analyze, respond potential risks. Therefore, review aims explore recent using AI, IOTs taking into account complexities predicting tracking changes due dynamic nature environment. Integrating machine learning (ML) methods revolutionize science, but also poses challenges. Important considerations include balancing model performance interpretability, understanding ML requirements, selecting appropriate models, addressing related data sharing. Through examining issues, study seeks highlight latest trends leveraging IOT monitoring.

Язык: Английский

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Unlocking bioremediation potential for site restoration: A comprehensive approach for crude oil degradation in agricultural soil and phytotoxicity assessment

Journal of Environmental Management, Год журнала: 2024, Номер 355, С. 120508 - 120508

Опубликована: Март 1, 2024

Язык: Английский

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Molecular Characterization Reveals Biodiversity and Biopotential of Rhizobacterial Isolates of Bacillus Spp

Microbial Ecology, Год журнала: 2024, Номер 87(1)

Опубликована: Июнь 18, 2024

Abstract Bacillus species appearas the most attractive plant growth-promoting rhizobacteria (PGPR) and alternative to synthetic chemical pesticides. The present study examined antagonistic potential of spore forming- Bacilli isolated from organic farm soil samples Allahabad, India. Eighty-seven strains were characterized based on their morphological, growth promoting traits molecular characteristics. diversity analysis used 16S-rDNA, BOX-element, enterobacterial repetitive intergenic consensus. Two strains, PR30 PR32, later identified as sp., exhibited potent in vitro activity against Ralstonia solanaceorum . These isolates produced copious amounts multiple PGP traits, such indole-3-acetic acid (40.0 54.5 μg/mL), phosphate solubilization index (PSI) (4.4 5.3), ammonia, siderophore (3 4 cm), 1-aminocyclopropane-1-carboxylate deaminase (8.1and 9.2 μM/mg//h) hydrogen cyanide. subjected antibiotic sensitivity test. two higher best ability selected for response studies tomatoe, broccoli, chickpea. In pot study, subtilis (PR30 PR31) showed significant improvement seed germination (27–34%), root length (20–50%), shoot (20–40%), vigor (50–75%), carotenoid content (0.543–1.733), lycopene (2.333–2.646 mg/100 g) tomato, demonstrated production by effective bioinoculants promotion biocontrol phytopathogens.

Язык: Английский

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Enhanced phytoremediation efficiency of PHE-contaminated soil by rape (Brassica napus L.) assisted with PHE-degradable PGPR through modulating rhizobacterial communities

Industrial Crops and Products, Год журнала: 2023, Номер 202, С. 117057 - 117057

Опубликована: Июнь 19, 2023

Язык: Английский

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Enhancing Biotic Stress Tolerance in Soybean Affected by Rhizoctonia solani Root Rot Through an Integrated Approach of Biocontrol Agent and Fungicide

Current Microbiology, Год журнала: 2023, Номер 80(9)

Опубликована: Июль 26, 2023

Язык: Английский

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Effect of bacillus strain and Fe-modified biochar on lead (Pb) bioaccumulation and oxidative stress in wheat (Triticum aestivum L.) grown in Pb contaminated soil

South African Journal of Botany, Год журнала: 2024, Номер 172, С. 720 - 735

Опубликована: Авг. 10, 2024

Язык: Английский

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Mechanism and application of modified bioelectrochemical system anodes made of carbon nanomaterial for the removal of heavy metals from soil

Chemosphere, Год журнала: 2023, Номер 345, С. 140431 - 140431

Опубликована: Окт. 15, 2023

Язык: Английский

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Sustainable and integrated approaches for carbon capture and rapid remediation of Cr- and Zn-contaminated soils

Journal of CO2 Utilization, Год журнала: 2024, Номер 81, С. 102738 - 102738

Опубликована: Март 1, 2024

Soil contamination is a growing concern for sustainable development worldwide. Conventional remediation approaches, such as using ordinary Portland cement (OPC) or lime are limited due to high CO2 emissions, energy consumption, and natural resource consumption. This paper proposes method waste from steel production (ladle slag, LS) rapid of Cr Zn-contaminated soils. Contaminated soils spiked by Zn with various initial concentrations were treated 10% LS subjected conventional curing different periods. The results demonstrated that could reduce leaching in contaminated However, it necessitated 28 days meet the criteria inert drinking water standards. In contrast, required significantly less time (32 h 8 Zn) achieve lower than those 28-day curing. After 152 Cr- 80–120 soils, 1.5–4 times 6–72 curing, respectively. Simultaneously, carbon capture was increased 10.6% 17.5% 19.9%, respectively, 0 8000 mg/kg. strength also effectively enhanced up around 3.3–3.6 1.3–3.3 higher

Язык: Английский

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A convolutional block multi-attentive fusion network for underground natural gas micro-leakage detection of hyperspectral and thermal data

Energy, Год журнала: 2025, Номер unknown, С. 134870 - 134870

Опубликована: Фев. 1, 2025

Язык: Английский

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UV-B stress reshapes root-associated microbial communities and networks, driven host plant resistance

Soil Biology and Biochemistry, Год журнала: 2025, Номер unknown, С. 109767 - 109767

Опубликована: Фев. 1, 2025

Язык: Английский

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