Soil structure and microbiome functions in agroecosystems

M Hartmann, J Six - Nature Reviews Earth & Environment, 2023 - nature.com
Soil microbiomes drive key functions in agroecosystems, determining soil fertility, crop
productivity and stress tolerance. The microbiome is intricately linked with soil structure …

Advances and applications of machine learning and deep learning in environmental ecology and health

S Cui, Y Gao, Y Huang, L Shen, Q Zhao, Y Pan… - Environmental …, 2023 - Elsevier
Abstract Machine learning (ML) and deep learning (DL) possess excellent advantages in
data analysis (eg, feature extraction, clustering, classification, regression, image recognition …

[HTML][HTML] AI for life: Trends in artificial intelligence for biotechnology

A Holzinger, K Keiblinger, P Holub, K Zatloukal… - New …, 2023 - Elsevier
Due to popular successes (eg, ChatGPT) Artificial Intelligence (AI) is on everyone's lips
today. When advances in biotechnology are combined with advances in AI unprecedented …

Artificial intelligence and digital twins in sustainable agriculture and forestry: a survey

J Nie, Y Wang, Y Li, X Chao - Turkish Journal of Agriculture …, 2022 - journals.tubitak.gov.tr
Affected by global economic pressure and epidemics, sustainable agriculture has received
widespread attention from farmers and agricultural engineers. Throughout history …

Agricultural intensification weakens the soil health index and stability of microbial networks

R Xue, C Wang, L Zhao, B Sun, B Wang - Agriculture, Ecosystems & …, 2022 - Elsevier
The stability of soil microbial community plays a key role in nutrient cycling, soil organic
carbon reservoirs, and plant productivity, making them crucial players in agroecosystems …

Lanthanum silicate nanomaterials enhance sheath blight resistance in rice: mechanisms of action and soil health evaluation

X Cao, X Chen, Y Liu, C Wang, L Yue, WH Elmer… - ACS …, 2023 - ACS Publications
In the current study, foliar spray with lanthanum (La) based nanomaterials (La10Si6O27
nanorods, La10Si6O27 nanoparticle, La (OH) 3 nanorods, and La2O3 nanoparticle) …

Calcium promotes persistent soil organic matter by altering microbial transformation of plant litter

IA Shabtai, RC Wilhelm, SA Schweizer… - Nature …, 2023 - nature.com
Calcium (Ca) can contribute to soil organic carbon (SOC) persistence by mediating physico-
chemical interactions between organic compounds and minerals. Yet, Ca is also crucial for …

Rigorous, empirical, and quantitative: a proposed pipeline for soil health assessments

J Wade, SW Culman, CK Gasch, C Lazcano… - Soil Biology and …, 2022 - Elsevier
Soil health is a promising lens through which to approach land management, having the
potential to serve as a descriptor of biophysical processes and as an effective …

Metagenomic and machine learning-aided identification of biomarkers driving distinctive Cd accumulation features in the root-associated microbiome of two rice …

Z Cheng, Q Zheng, J Shi, Y He, X Yang… - Isme …, 2023 - academic.oup.com
Developing low-cadmium (Cd) rice cultivars has emerged as a promising avenue for food
safety in Cd-contaminated farmlands. The root-associated microbiomes of rice have been …

Influence of agricultural practices on bacterial community of cultivated soils

LE Khmelevtsova, IS Sazykin, TN Azhogina… - Agriculture, 2022 - mdpi.com
Bacterial communities play an important role in maintaining stable functioning of soil
ecosystems, participating in decomposition of plant residues, accumulation of organic …