Data from: Global evaluation of inhibitor impacts on ammonia and nitrous oxide emissions from agricultural soils: A meta-analysis
Data files
Sep 24, 2025 version files 119.78 KB
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Data_for_inhibitor_meta-analysis.csv
115.86 KB
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README.md
3.92 KB
Abstract
Inhibitors are widely considered an efficient tool for reducing nitrogen (N) loss and improving N use efficiency, but their effectiveness is highly variable across agroecosystems. In this study, we synthesized 182 studies (222 sites) worldwide to evaluate the impacts of inhibitors (urease inhibitors [UI], nitrification inhibitors [NI] and combined inhibitors [UINI]) on crop yields and gaseous N loss (ammonia [NH3] and nitrous oxide [N2O] emissions) and explored their responses to different management and environmental factors including inhibitor application timing, fertilization regime, cropping system, water management, soil properties and climatic conditions using subgroup meta-analysis, meta-regression and multivariate analyses, including multiple linear regression and random forest regression. The UI were most effective in enhancing crop yields (by 5%) and reducing NH3 volatilization (by 51%) whereas NI were most effective at reducing N2O emissions (by 49%). The application of UI mitigates NH3 loss and increases crop yields especially in high NH3-N loss scenarios, whereas NI application would minimize the net N2O emissions and the resultant environmental impacts especially in low NH3-N loss scenarios. Alternatively, the combined application of UI and NI enables producers to balance crop production and environmental conservation goals without pollution tradeoffs. The inhibitor efficacy for decreasing gaseous N loss was dependent upon soil and climatic conditions and management practices. Notably, both meta-regression and multivariate analyses suggest that inhibitors provide a greater opportunity for reducing fertilizer N inputs in high-N-surplus systems and presumably favor crop yield enhancement under soil N deficiency situations. The pursuit of an improved understanding of the interactions between plant-soil-climate-management systems and different types of inhibitors should continue to optimize the effectiveness of inhibitors for reducing environmental losses while increasing productivity.
https://doi.org/10.5061/dryad.0k6djhb2n
Description of the data and file structure
File name: Data_for_inhibitor_meta-analysis.csv
File format: CSV
Instruction: All abbreviations, units, and column headings are included in the dataset.
Definitions of all variables from the column headers of the submitted data file are as below:
- Reference: Reference number of the reviewed article.
- Publication: Previously published article from which the data was obtained.
- Country: The country in which the experimental site was located.
- Field/Lab: The experiment was carried out in field or in lab.
- Inhibitor type: The type of the inhibitor used in the experiment, including nitrification inhibitor (NI), urease inhibitor (UI) and double use of NI and UI (DI).
- Inhibitor: Specific inhibitor product used in the experiment.
- Inhibitor application method: Application method of inhibitor including applied together with fertilizers by being mixed (Mixed) or pre-formulated with fertilizers (Formulated), or added separately before (Before) or after (After) the fertilizer application.
- Fertilizer type: Type of fertilizers applied to the soil including, inorganic fertilizers (IN), organic fertilizers (OR), combination of IN and OR (IN+OR), combination of N fertilizer and exogenous C inputs such as straw or biochar (N+C) and unfertilized (None).
- Fertilizer: Specific fertilizer products applied in the experiment.
- N application rate (kg N ha-1): Application rate of N fertilizer during the experiment.
- Fertilizer application method: Fertilizer application methods including being broadcast, sprayed or poured onto the soil surface (Surface applied), injected into the soil (Injected), incorporated with the soil (Incorporated) and band application (Banded).
- Soil texture group: Fine-textured soils (i.e., clay, silty clay, clay loam, silty clay loam and sandy clay loam), medium-textured soils (i.e., silt loam and silt loam), and coarse-textured soils (sandy loam, loamy sand and sand).
- Soil pH: Soil pH.
- SOC (g kg-1): Soil organic carbon content.
- Crop type: Crops planted in the experiment including cereal crop (Grain crop), non-cereal cash crop (cash crop), grass (described as “grassland”, “pasture”, “ryegrass” and “ryegrass and white clover”), rotation of mutiple crops (Grain crop+Cash crop and Grain crop+Grass) and unplanted soil (none).
- Water management: Water management of the experiment including rainfed system (Rainfed), irrigated upland system (Irrigated) and paddy system (Paddy).
- Rainfall (mm): Seasonal precipitation in rainfed upland fields during the experiment.
- Temperature (°C): Seasonal mean air temperature during the experiment.
- Yield from fert (kg ha-1): Crop yield under conventional fertilization treatment without inhibitor addition.
- Yield from inhib (kg ha-1): Crop yield under inhibitor application treatment.
- N2O from CK (kg N ha-1): Seasonal cumulative N2O emissions under unfertilized treatment.
- N2O from fert (kg N ha-1): Seasonal cumulative N2O emissions under conventional fertilization treatment without inhibitor addition.
- N2O from inhib (kg N ha-1): Seasonal cumulative N2O emissions under inhibitor application treatment.
- NH3 from CK (kg N ha-1): Seasonal cumulative NH3 emissions under unfertilized treatment.
- NH3 from fert (kg N ha-1): Seasonal cumulative NH3 emissions under conventional fertilization treatment without inhibitor addition.
- NH3 from inhib (kg N ha-1): Seasonal cumulative NH3 emissions under inhibitor application treatment.
Note: NA stands for not available data due to the lack of relevant information from the reviewed article.
- Fan, Daijia; He, Wentian; Smith, Ward N. et al. (2022). Global evaluation of inhibitor impacts on ammonia and nitrous oxide emissions from agricultural soils: A meta‐analysis. Global Change Biology. https://doi.org/10.1111/gcb.16294
