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

Frontiers in Environmental Science, Journal Year: 2024, Volume and Issue: 12

Published: Feb. 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.

Language: Английский

---

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

Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 355, P. 120508 - 120508

Published: March 1, 2024

Language: Английский

---

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

Microbial Ecology, Journal Year: 2024, Volume and Issue: 87(1)

Published: June 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.

Language: Английский

---

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, Journal Year: 2023, Volume and Issue: 202, P. 117057 - 117057

Published: June 19, 2023

Language: Английский

---

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

Current Microbiology, Journal Year: 2023, Volume and Issue: 80(9)

Published: July 26, 2023

Language: Английский

---

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, Journal Year: 2024, Volume and Issue: 172, P. 720 - 735

Published: Aug. 10, 2024

Language: Английский

---

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

Chemosphere, Journal Year: 2023, Volume and Issue: 345, P. 140431 - 140431

Published: Oct. 15, 2023

Language: Английский

---

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

Journal of CO2 Utilization, Journal Year: 2024, Volume and Issue: 81, P. 102738 - 102738

Published: March 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

Language: Английский

---

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

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 134870 - 134870

Published: Feb. 1, 2025

Language: Английский

---

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

Soil Biology and Biochemistry, Journal Year: 2025, Volume and Issue: unknown, P. 109767 - 109767

Published: Feb. 1, 2025

Language: Английский

---