Jeremiah Daniel Vallotton , Louis-Pierre Comeau , Claudia Goyer , Cameron Wagg , Adrian Unc
{"title":"“通过土壤突发呼吸剖面可靠地预测土地利用”","authors":"Jeremiah Daniel Vallotton , Louis-Pierre Comeau , Claudia Goyer , Cameron Wagg , Adrian Unc","doi":"10.1016/j.apsoil.2025.106315","DOIUrl":null,"url":null,"abstract":"<div><div>Studies examining soil respiration across land uses have been published for over 100 years, but few studies have examined how variability in rates of respiration during a test period could elucidate microbial responses to wet-dry events and connect them to land use. Our study examined the interplay between land uses (LU) and maximum potential soil respiration across Atlantic Canada using partitioned profiles of ‘burst’ respiration measurements. We found that Crop Agriculture respiration peaked in the first 24 h of the incubation, while Forest peaked during the second and third 24 h periods. Pasture respiration was intermediary, peaking in the first two 24 h periods. These specific proportional respiration intervals were crucial in successfully predicting Crop Agriculture, Forest and Pasture LUs using machine learning models, with accuracy equivalent to comprehensive soil physicochemical parameters. Wetland respiration profiles were inconsistent with minimal predictive power, likely due to high variability of mineral and carbon (C) content. While early (24 h) respiration was proportionally largest for managed soils, indicating the impact of management in increasing respiration, absolute total respiration over 72 h was largest for natural soils, indicating their likely larger putative contribution, per unit area, to the atmospheric C pool. This study points to a novel approach for assessing the effect of agricultural and natural management on soils, that recognizes consistent gradients in the functional status of soil C as directly linked to land use and land management.</div></div>","PeriodicalId":8099,"journal":{"name":"Applied Soil Ecology","volume":"214 ","pages":"Article 106315"},"PeriodicalIF":5.0000,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"“Land use is reliably predicted by soil burst respiration profiles”\",\"authors\":\"Jeremiah Daniel Vallotton , Louis-Pierre Comeau , Claudia Goyer , Cameron Wagg , Adrian Unc\",\"doi\":\"10.1016/j.apsoil.2025.106315\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Studies examining soil respiration across land uses have been published for over 100 years, but few studies have examined how variability in rates of respiration during a test period could elucidate microbial responses to wet-dry events and connect them to land use. Our study examined the interplay between land uses (LU) and maximum potential soil respiration across Atlantic Canada using partitioned profiles of ‘burst’ respiration measurements. We found that Crop Agriculture respiration peaked in the first 24 h of the incubation, while Forest peaked during the second and third 24 h periods. Pasture respiration was intermediary, peaking in the first two 24 h periods. These specific proportional respiration intervals were crucial in successfully predicting Crop Agriculture, Forest and Pasture LUs using machine learning models, with accuracy equivalent to comprehensive soil physicochemical parameters. Wetland respiration profiles were inconsistent with minimal predictive power, likely due to high variability of mineral and carbon (C) content. While early (24 h) respiration was proportionally largest for managed soils, indicating the impact of management in increasing respiration, absolute total respiration over 72 h was largest for natural soils, indicating their likely larger putative contribution, per unit area, to the atmospheric C pool. This study points to a novel approach for assessing the effect of agricultural and natural management on soils, that recognizes consistent gradients in the functional status of soil C as directly linked to land use and land management.</div></div>\",\"PeriodicalId\":8099,\"journal\":{\"name\":\"Applied Soil Ecology\",\"volume\":\"214 \",\"pages\":\"Article 106315\"},\"PeriodicalIF\":5.0000,\"publicationDate\":\"2025-07-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Soil Ecology\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0929139325004536\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"SOIL SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Soil Ecology","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0929139325004536","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SOIL SCIENCE","Score":null,"Total":0}
“Land use is reliably predicted by soil burst respiration profiles”
Studies examining soil respiration across land uses have been published for over 100 years, but few studies have examined how variability in rates of respiration during a test period could elucidate microbial responses to wet-dry events and connect them to land use. Our study examined the interplay between land uses (LU) and maximum potential soil respiration across Atlantic Canada using partitioned profiles of ‘burst’ respiration measurements. We found that Crop Agriculture respiration peaked in the first 24 h of the incubation, while Forest peaked during the second and third 24 h periods. Pasture respiration was intermediary, peaking in the first two 24 h periods. These specific proportional respiration intervals were crucial in successfully predicting Crop Agriculture, Forest and Pasture LUs using machine learning models, with accuracy equivalent to comprehensive soil physicochemical parameters. Wetland respiration profiles were inconsistent with minimal predictive power, likely due to high variability of mineral and carbon (C) content. While early (24 h) respiration was proportionally largest for managed soils, indicating the impact of management in increasing respiration, absolute total respiration over 72 h was largest for natural soils, indicating their likely larger putative contribution, per unit area, to the atmospheric C pool. This study points to a novel approach for assessing the effect of agricultural and natural management on soils, that recognizes consistent gradients in the functional status of soil C as directly linked to land use and land management.
期刊介绍:
Applied Soil Ecology addresses the role of soil organisms and their interactions in relation to: sustainability and productivity, nutrient cycling and other soil processes, the maintenance of soil functions, the impact of human activities on soil ecosystems and bio(techno)logical control of soil-inhabiting pests, diseases and weeds.