In-situ Detection of Rice Using Laser Induced Breakdown Spectroscopy and Machine Learning DOI

Asiri Iroshan,

Feng Jun,

Boyuan Han

et al.

Spectroscopy, Journal Year: 2025, Volume and Issue: unknown, P. 14 - 19

Published: March 1, 2025

Heavy metal poisoning via food is a leading cause of kidney disease and cancer in many parts the world. Pollution staple products has led to serious health effects across globe. This research investigates application laser-induced breakdown spectroscopy (LIBS) machine learning (ML) for detecting elemental composition food, using rice as an example. Six varieties samples were measured LIBS. The resulting spectral data analyzed, assignments made based on characteristic wavelengths. study leveraged inherent capabilities LIBS provide rapid non-destructive analysis samples. Principal component (PCA) was performed extract meaningful information from complex dataset obtain holistic understanding variations similarities among A back propagation artificial neural network (BP-ANN) trained PCA scores, reaching overall classification accuracy 88.68% test data. correlation between specific wavelengths content established, providing variability different varieties.

Language: Английский

Biochar from agricultural waste as a strategic resource for promotion of crop growth and nutrient cycling of soil under drought and salinity stress conditions: a comprehensive review with context of climate change DOI
Ghulam Murtaza, Zeeshan Ahmed, Rashid Iqbal

et al.

Journal of Plant Nutrition, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 52

Published: Feb. 6, 2025

Language: Английский

Citations

2

Agricultural Strategies to Reduce Cadmium Accumulation in Crops for Food Safety DOI Creative Commons

Samavia Mubeen,

Wenjuan Ni,

Chuntao He

et al.

Agriculture, Journal Year: 2023, Volume and Issue: 13(2), P. 471 - 471

Published: Feb. 16, 2023

Cadmium (Cd) contamination in edible agricultural products, especially crops, has raised worldwide concerns regarding food safety consumption. This review summarizes the current knowledge of applicable methods and perspectives for reducing Cd products. Agricultural approaches soil amendments, irrigation management, microbial agent, cropping patterns were systematically concluded to illustrate developments achievements crop management. The use traditional amendments as well novel nano-materials contributed producing safe crops contaminated with Cd. provides an inspiring promising tool maintaining by accumulation

Language: Английский

Citations

37

Multi-omics analysis reveals differential molecular responses to cadmium toxicity in rice root tip and mature zone DOI
Liuhui Kuang, Tao Yan, Fei Gao

et al.

Journal of Hazardous Materials, Journal Year: 2023, Volume and Issue: 462, P. 132758 - 132758

Published: Oct. 11, 2023

Language: Английский

Citations

30

Endophytic bacteria for Cd remediation in rice: Unraveling the Cd tolerance mechanisms of Cupriavidus metallidurans CML2 DOI Creative Commons
Yuan Zhang,

Qi Zhou,

Chang Gao

et al.

Journal of Hazardous Materials, Journal Year: 2024, Volume and Issue: 469, P. 133846 - 133846

Published: Feb. 23, 2024

The utility of endophytic bacteria in Cadmium (Cd) remediation has gained significant attention due to their ability alleviate metal-induced stress and enhance plant growth. Here, we investigate C. metallidurans CML2, an bacterial strain prevalent rice, showing resilience against 2400 mg/L Cd(II). We conducted in-depth integrated morphological transcriptomic analysis illustrating the multifarious mechanisms CML2 employs combat Cd, including formation biofilm CdO nanoparticles, upregulation genes involved periplasmic immobilization, utilization RND efflux pumps extract excess Cd ions. Beyond exhibited robust tolerance array heavy metals, Cd2+, Mn2+, Se4+, Ni2+, Cu2+, Hg2+, demonstrating effective Cd(II) removal capacity. Furthermore, growth-promoting properties through production indole-3-acetic acid (IAA) at 0.93 mg/L, soluble phosphorus compounds 1.11 siderophores 22.67%. Supportively, pot experiments indicated increase root lengths a decrease bioaccumulation rice seedlings inoculated with consequently reducing translocation rates from 43% 31%. These findings not only contribute understanding resistance but also underscore CML2's promising application within farming ecosystems. Rice Cupriavidus tolerate high cadmium levels (2400 mg/L) its inherent defense make it potential candidate for bio-remediation agriculture. When applied cultivation, reduces soil toxicity crops promotes Consequently, contributes safer food supply, bolsters ecological sustainability, offers viable alternative chemical practices, public health.

Language: Английский

Citations

14

Mitochondrial GPX4 acetylation is involved in cadmium-induced renal cell ferroptosis DOI Creative Commons

Yue‐Yue Guo,

Nannan Liang,

Xiaoyi Zhang

et al.

Redox Biology, Journal Year: 2024, Volume and Issue: 73, P. 103179 - 103179

Published: May 8, 2024

Increasing evidences demonstrate that environmental stressors are important inducers of acute kidney injury (AKI). This study aimed to investigate the impact exposure Cd, an stressor, on renal cell ferroptosis. Transcriptomics analyses showed arachidonic acid (ARA) metabolic pathway was disrupted in Cd-exposed mouse kidneys. Targeted metabolomics oxidized ARA metabolites were increased mice. Renal 4-HNE, MDA, and ACSL4, upregulated Consistent with animal experiments, vitro experiments mitochondrial lipids elevated HK-2 cells. Ultrastructure membrane rupture Mitochondrial cristae accordingly reduced SIRT3, NAD

Language: Английский

Citations

14

PGPR: Key to Enhancing Crop Productivity and Achieving Sustainable Agriculture DOI
Shidong He, Lingli Li,

Minghao Lv

et al.

Current Microbiology, Journal Year: 2024, Volume and Issue: 81(11)

Published: Sept. 26, 2024

Language: Английский

Citations

11

Integrated morphological, physiological and transcriptomic analyses reveal response mechanisms of rice under different cadmium exposure routes DOI
Qin Dong, Yingjie Wu, Haidong Wang

et al.

Journal of Hazardous Materials, Journal Year: 2024, Volume and Issue: 466, P. 133688 - 133688

Published: Feb. 2, 2024

Language: Английский

Citations

9

Foliar spraying of Zn/Si affects Cd accumulation in paddy grains by regulating the remobilization and transport of Cd in vegetative organs DOI
Huicong Wang,

Mingsong Liu,

Ying Zhang

et al.

Plant Physiology and Biochemistry, Journal Year: 2024, Volume and Issue: 207, P. 108351 - 108351

Published: Jan. 8, 2024

Language: Английский

Citations

7

Effects of different phosphorus fertilizers on cadmium absorption and accumulation in rice under low-phosphorus and rich-cadmium soil DOI
Yang Li,

Mingsong Liu,

Huicong Wang

et al.

Environmental Science and Pollution Research, Journal Year: 2024, Volume and Issue: 31(8), P. 11898 - 11911

Published: Jan. 16, 2024

Language: Английский

Citations

7

The Application of Metal–Organic Frameworks in Water Treatment and Their Large-Scale Preparation: A Review DOI Open Access
Yuhang Xie, Teng Zhang, Bo Wang

et al.

Materials, Journal Year: 2024, Volume and Issue: 17(9), P. 1972 - 1972

Published: April 24, 2024

Over the last few decades, there has been a growing discourse surrounding environmental and health issues stemming from drinking water discharge of effluents into environment. The rapid advancement various sewage treatment methodologies prompted thorough exploration promising materials to capitalize on their benefits. Metal–organic frameworks (MOFs), as porous materials, have garnered considerable attention researchers in recent years. These boast exceptional properties: unparalleled porosity, expansive specific surface areas, unique electronic characteristics including semi-conductivity, versatile affinity for organic molecules. attributes fueled spike research activity. This paper reviews current MOF-based wastewater removal technologies, separation, catalysis, related pollutant monitoring methods, briefly introduces basic mechanism some methods. scale production problems faced by MOF applications are evaluated, two pioneering methods mass highlighted. In closing, we propose targeted recommendations future perspectives navigate challenges implementation purification, enhancing efficiency material synthesis stewardship.

Language: Английский

Citations

6