Quantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.

RUBIO, V. - DIAZ-ROSELLO, R. - QUINCKE, A. - VAN ES H.M.

Resumen:

ABSTRACT - Understanding the impact of soil degradation on crop productivity is essential for decision-makers to predict agronomic, economic, and environmental outcomes of agricultural operations. Soil organic carbon (SOC) is influenced by the cropping system and affects soil health through its effect on other soil physical, chemical, and biological properties. Data from a 56-year long-term experiment in Uruguay's Pampa region were analyzed to quantify the effects of soil degradation on wheat (Triticum aestivum L.), and barley (Hordeum vulgare) yields. A significant degree of soil degradation was generated by six rotations with variable annual crop and pasture proportions (0%, 33%, 50%, and 66% of non hardvest pasture). Yield records (n = 368) and annual values of 14 explanatory variables containing soil, climatic, and management indicators were evaluated using random forest regressions. Rotation-induced SOC variation ranged from 1.2% to 2.6%, and robust relationships between SOC, soil physical, chemical, and biological properties were established. Over time, yields increased in crop pasture systems but plateaued for the annualized crop rotation (0% pasture). Yield improvements due to agronomic technology advances partly mask soil degradation effects. SOC losses lead to a reduction in yield, even when the SOC level was above 2%. Thus, no critical level of SOC could be determined. SOC interacted with climate indicators to impact yield. This analysis confirms the central role of SOC in yield outcomes beyond nutrient availability, and its potential to represent a wide range of soil functions. Our findings indicate that crop rotations with a higher percentage annual vs. perennial crops negatively impact SOC, associated soil properties, and yield potential. © 2021 The Authors

Detalles Bibliográficos
2021
Crop productivity
Random Forest
Soil organic carbon
Sustainable intensification
Inglés
Instituto Nacional de Investigación Agropecuaria
AINFO
https://ainfo.inia.uy/consulta/busca?b=pc&id=62361&biblioteca=vazio&busca=62361&qFacets=62361
Acceso abierto
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author RUBIO, V.
author2 DIAZ-ROSELLO, R.
QUINCKE, A.
VAN ES H.M.
author2_role author
author
author
author_facet RUBIO, V.
DIAZ-ROSELLO, R.
QUINCKE, A.
VAN ES H.M.
author_role author
bitstream.checksum.fl_str_mv 0016bf6f0644c69c684db568e776ef62
bitstream.checksumAlgorithm.fl_str_mv MD5
bitstream.url.fl_str_mv https://redi.anii.org.uy/jspui/bitstream/20.500.12381/4162/1/sword-2025-06-23T15%3a22%3a20.original.xml
collection AINFO
dc.creator.none.fl_str_mv RUBIO, V.
DIAZ-ROSELLO, R.
QUINCKE, A.
VAN ES H.M.
dc.date.accessioned.none.fl_str_mv 2025-06-23T18:22:20Z
dc.date.available.none.fl_str_mv 2025-06-23T18:22:20Z
dc.date.issued.none.fl_str_mv 2021
dc.date.updated.none.fl_str_mv 2025-06-23T18:22:20Z
dc.description.abstract.none.fl_txt_mv ABSTRACT - Understanding the impact of soil degradation on crop productivity is essential for decision-makers to predict agronomic, economic, and environmental outcomes of agricultural operations. Soil organic carbon (SOC) is influenced by the cropping system and affects soil health through its effect on other soil physical, chemical, and biological properties. Data from a 56-year long-term experiment in Uruguay's Pampa region were analyzed to quantify the effects of soil degradation on wheat (Triticum aestivum L.), and barley (Hordeum vulgare) yields. A significant degree of soil degradation was generated by six rotations with variable annual crop and pasture proportions (0%, 33%, 50%, and 66% of non hardvest pasture). Yield records (n = 368) and annual values of 14 explanatory variables containing soil, climatic, and management indicators were evaluated using random forest regressions. Rotation-induced SOC variation ranged from 1.2% to 2.6%, and robust relationships between SOC, soil physical, chemical, and biological properties were established. Over time, yields increased in crop pasture systems but plateaued for the annualized crop rotation (0% pasture). Yield improvements due to agronomic technology advances partly mask soil degradation effects. SOC losses lead to a reduction in yield, even when the SOC level was above 2%. Thus, no critical level of SOC could be determined. SOC interacted with climate indicators to impact yield. This analysis confirms the central role of SOC in yield outcomes beyond nutrient availability, and its potential to represent a wide range of soil functions. Our findings indicate that crop rotations with a higher percentage annual vs. perennial crops negatively impact SOC, associated soil properties, and yield potential. © 2021 The Authors
dc.identifier.none.fl_str_mv https://ainfo.inia.uy/consulta/busca?b=pc&id=62361&biblioteca=vazio&busca=62361&qFacets=62361
dc.language.iso.none.fl_str_mv en
eng
dc.rights.es.fl_str_mv Acceso abierto
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:AINFO
instname:Instituto Nacional de Investigación Agropecuaria
instacron:Instituto Nacional de Investigación Agropecuaria
dc.subject.none.fl_str_mv Crop productivity
Random Forest
Soil organic carbon
Sustainable intensification
dc.title.none.fl_str_mv Quantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.
dc.type.none.fl_str_mv Article
PublishedVersion
info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description ABSTRACT - Understanding the impact of soil degradation on crop productivity is essential for decision-makers to predict agronomic, economic, and environmental outcomes of agricultural operations. Soil organic carbon (SOC) is influenced by the cropping system and affects soil health through its effect on other soil physical, chemical, and biological properties. Data from a 56-year long-term experiment in Uruguay's Pampa region were analyzed to quantify the effects of soil degradation on wheat (Triticum aestivum L.), and barley (Hordeum vulgare) yields. A significant degree of soil degradation was generated by six rotations with variable annual crop and pasture proportions (0%, 33%, 50%, and 66% of non hardvest pasture). Yield records (n = 368) and annual values of 14 explanatory variables containing soil, climatic, and management indicators were evaluated using random forest regressions. Rotation-induced SOC variation ranged from 1.2% to 2.6%, and robust relationships between SOC, soil physical, chemical, and biological properties were established. Over time, yields increased in crop pasture systems but plateaued for the annualized crop rotation (0% pasture). Yield improvements due to agronomic technology advances partly mask soil degradation effects. SOC losses lead to a reduction in yield, even when the SOC level was above 2%. Thus, no critical level of SOC could be determined. SOC interacted with climate indicators to impact yield. This analysis confirms the central role of SOC in yield outcomes beyond nutrient availability, and its potential to represent a wide range of soil functions. Our findings indicate that crop rotations with a higher percentage annual vs. perennial crops negatively impact SOC, associated soil properties, and yield potential. © 2021 The Authors
eu_rights_str_mv openAccess
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spelling 2025-06-23T18:22:20Z2025-06-23T18:22:20Z20212025-06-23T18:22:20Zhttps://ainfo.inia.uy/consulta/busca?b=pc&id=62361&biblioteca=vazio&busca=62361&qFacets=62361ABSTRACT - Understanding the impact of soil degradation on crop productivity is essential for decision-makers to predict agronomic, economic, and environmental outcomes of agricultural operations. Soil organic carbon (SOC) is influenced by the cropping system and affects soil health through its effect on other soil physical, chemical, and biological properties. Data from a 56-year long-term experiment in Uruguay's Pampa region were analyzed to quantify the effects of soil degradation on wheat (Triticum aestivum L.), and barley (Hordeum vulgare) yields. A significant degree of soil degradation was generated by six rotations with variable annual crop and pasture proportions (0%, 33%, 50%, and 66% of non hardvest pasture). Yield records (n = 368) and annual values of 14 explanatory variables containing soil, climatic, and management indicators were evaluated using random forest regressions. Rotation-induced SOC variation ranged from 1.2% to 2.6%, and robust relationships between SOC, soil physical, chemical, and biological properties were established. Over time, yields increased in crop pasture systems but plateaued for the annualized crop rotation (0% pasture). Yield improvements due to agronomic technology advances partly mask soil degradation effects. SOC losses lead to a reduction in yield, even when the SOC level was above 2%. Thus, no critical level of SOC could be determined. SOC interacted with climate indicators to impact yield. This analysis confirms the central role of SOC in yield outcomes beyond nutrient availability, and its potential to represent a wide range of soil functions. Our findings indicate that crop rotations with a higher percentage annual vs. perennial crops negatively impact SOC, associated soil properties, and yield potential. © 2021 The Authorshttps://hdl.handle.net/20.500.12381/4162enenginfo:eu-repo/semantics/openAccessAcceso abiertoCrop productivityRandom ForestSoil organic carbonSustainable intensificationQuantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.ArticlePublishedVersioninfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:AINFOinstname:Instituto Nacional de Investigación Agropecuariainstacron:Instituto Nacional de Investigación AgropecuariaRUBIO, V.DIAZ-ROSELLO, R.QUINCKE, A.VAN ES H.M.SWORDsword-2025-06-23T15:22:20.original.xmlOriginal SWORD entry documentapplication/octet-stream2900https://redi.anii.org.uy/jspui/bitstream/20.500.12381/4162/1/sword-2025-06-23T15%3a22%3a20.original.xml0016bf6f0644c69c684db568e776ef62MD5120.500.12381/41622026-02-10 15:53:55.827oai:redi.anii.org.uy:20.500.12381/4162Institucionalhttps://ainfo.inia.uy/Organismo científico-tecnológicohttp://inia.uyhttps://redi.anii.org.uy/oai/requestlorrego@inia.org.uyUruguayopendoar:2026-02-10T18:53:55AINFO - Instituto Nacional de Investigación Agropecuariafalse
spellingShingle Quantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.
RUBIO, V.
Crop productivity
Random Forest
Soil organic carbon
Sustainable intensification
status_str publishedVersion
title Quantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.
title_full Quantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.
title_fullStr Quantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.
title_full_unstemmed Quantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.
title_short Quantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.
title_sort Quantifying soil organic carbon's critical role in cereal productivity losses under annualized crop rotations.
topic Crop productivity
Random Forest
Soil organic carbon
Sustainable intensification
url https://ainfo.inia.uy/consulta/busca?b=pc&id=62361&biblioteca=vazio&busca=62361&qFacets=62361