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Agronomy

Agronomy is an international, peer-reviewed, open access journal on agronomy and agroecology published monthly online by MDPI. 
The Spanish Society of Plant Biology (SEBP) is affiliated with Agronomy and their members receive discounts on the article processing charges.
Quartile Ranking JCR - Q1 (Agronomy | Plant Sciences)

All Articles (18,358)

Soil profile moisture (0–200 cm) in agricultural fields is a critical variable determining root-zone water storage and irrigation scheduling accuracy, yet continuous deep-layer monitoring is constrained by equipment costs and installation difficulties. This study developed a near-real-time reconstruction model for soil moisture profiles across the 0–200 cm depth based on shallow-layer (0–20 cm, 20–40 cm) real-time monitoring data and multi-day accumulated meteorological features. Using field measurements from 2023 to 2025, Random Forest (RF), Gradient Boosting Decision Tree (GBDT), and Support Vector Regression (SVR) models were compared across different input scenarios and cumulative time windows. The results showed that using only surface moisture as input (Scenario A), prediction R2 ranged from 0.87 to 0.93 for shallow layers (≤80 cm) but decreased to 0.58 for deep layers (140–200 cm). Incorporating multi-day meteorological accumulation (Scenario B) improved R2 by 0.05–0.08. When dual-layer moisture and meteorological drivers were combined (Scenario D), shallow-layer R2 reached 0.96–0.98 with RMSE < 7 mm, mid-layer performance maintained at 0.85–0.90, and deep layers still achieved 0.76–0.84. Optimal time windows exhibited depth-dependent patterns: 5–10 days for shallow layers, 10–15 days for mid-layers, and ≥20 days for deep layers. Rolling validation demonstrated high consistency between model predictions and observations in the 0–80 cm range (R2 > 0.90, RMSE < 10 mm), enabling stable estimation of 0–200 cm profile dynamics. This approach eliminates the need for deep probes while achieving low-cost, interpretable, and deployable near-real-time deep moisture estimation, providing an effective technical pathway for precision irrigation and water management in semi-arid regions.

12 December 2025

Overall workflow of data acquisition, model construction, interpretability analysis, and near-real-time application.
  • Systematic Review
  • Open Access

Cover Crops Enhance Soil Organic Carbon and Soil Quality for Sustainable Crop Yield: A Systematic Review

  • Monsuru A. Salisu,
  • Peter A. Y. Ampim and
  • Yusuf Opeyemi Oyebamiji
  • + 2 authors

Cover cropping serves as a promising technique with great potential to enhance soil organic carbon (SOC), boost crop productivity, and improve soil quality. The implementation of cover crops as a sustainable agricultural practice has gained popularity worldwide. To further evaluate the role of cover cropping, this systematic review examines empirical evidence from 38 peer-reviewed studies published between 2015 and 2025 to assess the impact of cover cropping on these key outcomes. Studies were selected based on strict inclusion criteria requiring original field data or validated modeling results that evaluated all three outcomes, following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Data on cropping system, duration, type of cover crop, and outcome metrics were extracted. More than 80% of the literature reported benefits. Multi-species cover crop mixtures that were managed long-term enhanced SOC by 5–30%, with 87% and 55% of studies demonstrating enhanced soil quality and yield, respectively. However, some studies recorded yield reductions in drought-prone regions or when cover crops were terminated at inappropriate times. In some studies, improvements in microbial function and nutrient cycling were observed while several United States (U.S.) studies focused more on physical and biological indicators under dryland conditions. Although outcomes vary by context, cover crops are widely recognized as a viable strategy for climate-smart agriculture and sustainable soil management. To optimize benefits, there is a need for region-specific incentives, targeted agricultural policies, and standardized agronomic guidelines. Cover crops represent a key strategy for climate change mitigation and sustainable soil management. This review reveals that species diversity and long-term adoption are crucial for achieving reliable results. With the integrative focus of this review on the tripartite relationship between SOC, crop yield, and soil quality, as well as its comparative lens on global versus U.S. practices, it is novel because it offers crucial insights for evidence-based policy development and region-specific cover cropping strategies.

13 December 2025

The sustainable management of dredged sediments contaminated with heavy metals represents a major environmental challenge. This study evaluated the phytoremediation potential of hemp (Cannabis sativa L.) and sorghum (Sorghum bicolor L.) cultivated in metal-enriched sediment from the Bega Canal (Cu = 204 mg kg−1, Pb = 171 mg kg−1, Cr = 281 mg kg−1, Ni = 56 mg kg−1, Cd = 6.8 mg kg−1) and examined the effects of glutamic (GA) and tartaric (TA) acids (20 mmol kg−1) on sediment properties and metal uptake. Pot experiments under natural conditions (n = 3, 6–8 weeks) showed that GA treatment resulted in cation exchange capacity (CEC) values ranging from 31.0 to 58.5 cmolc kg−1, which were lower than in the initial sediment (60.7 cmolc kg−1) but still higher than in the corresponding controls and TA treatments. GA also increased electrical conductivity from 435 to 1189 µS cm−1, which may indicate enhanced ion mobility and be consistent with redox-related processes, whereas TA maintained near-neutral pH (8.0–8.2) and caused only minor changes in CEC and EC, preserving overall structural stability. Hemp produced up to 40% more biomass than sorghum and allocated a relatively larger share of Cu, Pb and Cd to shoots, whereas sorghum retained up to 80% of total Cr and Ni in roots. Bioaccumulation factors ranged from 4.3 for Cu in hemp (GA) to 20.8 for Cu in sorghum (GA), while translocation factors remained <1.0 in both species, indicating that root-based phytostabilization was the dominant mechanism. The results demonstrate that combining low-molecular-weight organic acids with energy crops can effectively enhance metal mobility and plant uptake, offering a viable route for sediment remediation and biomass valorization within circular economy strategies.

12 December 2025

Spatial Distribution and Geostatistical Prediction of Microplastic Abundance in a Micro-Watershed with Tropical Soils in Southeastern Brazil

  • John Jairo Arévalo-Hernández,
  • Angela Dayana Barrera de Brito and
  • João Domingos Scalon
  • + 1 author

Research on microplastics (MPs) in agricultural soils has received increasing attention due to their potential ecological risks and adverse effects on the food chain. Recently, geostatistical approaches have been increasingly used to assess the spatial distribution of MPs in soils. Therefore, this study aims to predict the abundance of MPs in the soil of an agricultural micro-watershed using geostatistical methods and to produce a continuous map of the interpolated MPs. Soil samples were collected, and MP abundance was determined using the density separation method. Subsequently, exploratory data analysis was conducted, followed by the construction of the experimental semivariogram, theoretical variogram model fitting, ordinary kriging interpolation, cross-validation and, inverse distance weighting (IDW) interpolation. MPs were detected in all samples, with average abundances of 3826, 2553, and 3407 pieces kg−1 in forest, pasture, and agricultural land use systems, respectively. The experimental semivariogram showed that the spatial distribution of MPs has a weak spatial dependence structure. The Kriging and IDW maps showed a distribution of MPs in the range of 600 to 7400 pieces kg−1, with higher concentrations of MPs for forest and agricultural areas. Additionally, the map reveals a high abundance of MPs, with greater concentrations in depressions and areas near roads and urban centers, allowing for identifying critical points within the micro-watershed. This study offers important insights into the presence of MPs across various land uses, emphasizing the need for proactive measures to prevent and mitigate their accumulation in soil.

12 December 2025

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Agronomy - ISSN 2073-4395