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Characteristics and assembly mechanisms of bacterial and fungal communities in soils from Chinese forests across different climatic zones 中国不同气候带森林土壤中细菌和真菌群落的特征与组装机制
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-11 DOI: 10.1016/j.catena.2024.108306
{"title":"Characteristics and assembly mechanisms of bacterial and fungal communities in soils from Chinese forests across different climatic zones","authors":"","doi":"10.1016/j.catena.2024.108306","DOIUrl":"10.1016/j.catena.2024.108306","url":null,"abstract":"<div><p>Forest soils are intricate ecosystems that harbor a diverse array of microorganisms, yet our current understanding of the characteristics and environmental implications of forest soil microbiomes remains limited. Here we present a continental-scale study on soil microbiomes of ten forests in China, spanning latitudes from 18°54′N to 50°48′N, resulting in a comprehensive catalog of bacterial and fungal operational taxonomic units (OTUs). Both bacterial and fungal communities exhibited discernible spatial variations in taxonomic and phylogenetic diversity. The composition of bacterial communities varied distinctively due to climatic zones—cold temperate, temperate, subtropical, and tropical—whereas fungal communities did not exhibit such pronounced distinctions. The co-occurrence network complexity of bacterial communities displayed a decremental trend along the cold temperate, temperate, subtropical, and tropical zones, whereas that of fungal communities displayed an incremental pattern. These results may be attributed to the facts that low temperatures sustain a high biomass of bacteria and foster increased interactions, while high temperatures and precipitation stimulate fungi-plant interactions. Furthermore, community assembly modeling revealed that forest soil microbial communities were dominated by stochastic processes. The bacterial community structure was mainly driven by homogeneous selection (26–41%) and dispersal limitation (35–44%), whereas dispersal limitation (51–56%) had the greatest impact on fungal community structure. Notably, bacterial functional genes associated with carbon fixation were more abundant in cold temperate soils compared to tropical soils. This study sheds light on spatial variations of forest soil microbiomes in China, enhancing further understanding of their response to global changes and implications for soil organic carbon cycles.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141954130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Annual trajectory of global glacial lake variations and the interactions with glacier mass balance during 2013–2022 2013-2022 年全球冰川湖变化的年度轨迹以及与冰川质量平衡的相互作用
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-10 DOI: 10.1016/j.catena.2024.108280
{"title":"Annual trajectory of global glacial lake variations and the interactions with glacier mass balance during 2013–2022","authors":"","doi":"10.1016/j.catena.2024.108280","DOIUrl":"10.1016/j.catena.2024.108280","url":null,"abstract":"<div><p>Global warming accelerates glacier melting and the growth of glacial lakes. Existing research on glacial lake changes primarily concentrates on specific regions or decadal timescales, impeding a comprehensive understanding of the spatial and temporal variation of glacial lakes. This study tracks the annual evolution of global glacial lakes larger than 1 km<sup>2</sup> (totally 3,133) from 2013 to 2022 based on Landsat OLI imagery. We investigated the lake area variation and glacier mass balance to explore interactions between glacial lake expansion and glacier mass loss. We aim to reveal the potentially diverse changes in the area of glacial lakes in various regions and of different types over the past decade. Our results show that, for the study glacial lakes, the total area has increased remarkably from 14,612 ± 21.13 km<sup>2</sup> to 15,034 ± 18.54 km<sup>2</sup> from 2013 to 2022. Among them, the glacier-contacted lakes experienced a rapid increase from 6,220 km<sup>2</sup> to 6,625 km<sup>2</sup>, contributing to ∼ 96 % of the net area increment of the glacial lakes worldwide, whereas non-glacier-contacted lakes remain relatively stable at approximately 8,400 km<sup>2</sup>. Overall, glacier-contacted lakes grew relatively fast in the sub-periods of 2013–2014 and 2018–2019 and maintained slightly slow growth in other years. Remarkable expansion of glacial lakes was observed in Alaska, Iceland, and New Zealand. The significant expansion of glacier-contacted lakes was primarily attributed to the water inundation sprawl upward to the glacier tongues, which accelerated melting rates of the mother glaciers as feedback. Our analysis of the trend and inter-annual variation of glacial lake area reveal contrasting evolution of glacial lakes in different regions and of different types, which serves as a key reference for comprehending the impact of climate change, the interaction between glaciers and glacial lakes, and mitigating natural disasters like glacial lake outbursts.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Regulating and remolding of soil water flux by sparse shrubs in arid desert regions 干旱沙漠地区稀疏灌木对土壤水通量的调节和重塑
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-10 DOI: 10.1016/j.catena.2024.108285
{"title":"Regulating and remolding of soil water flux by sparse shrubs in arid desert regions","authors":"","doi":"10.1016/j.catena.2024.108285","DOIUrl":"10.1016/j.catena.2024.108285","url":null,"abstract":"<div><p>Understanding the dynamic changes of soil water flux is essential for sustaining fragile ecosystems in desert regions worldwide. Here, we calibrated the Hydrus-1D model in a data-rich monitoring area of Mu Us Sandy Land to explore the differences in liquid and water vapor transport processes between bare land (BL) and shrubland (SL), then elucidate the regulatory mechanisms of sparse shrubs on soil water flux during the dry period. The result showed that shrubs regulated and remolded the soil hydrological processes, significantly changing the soil water transport pattern, prompting the liquid and water vapor flux to be continuously transported to the vicinity of the root zone (30–120 cm). Specifically, during the dry period, SL has multiple divergent zero-flux planes, mainly located at 0–30 cm depth of the ground. However, due to transpiration demand and soil temperature lag caused by the canopy, the liquid and water vapor flux below the zero-flux plane of SL constantly moved to the root zone, resulting in its soil water flux exhibiting the consistent downward cumulative flux in liquid and water vapor, accounting for 63% and 36% of the total water flux. In contrast, the BL's zero-flux plane was 60–75 cm inside the soil. The liquid water flux constantly migrated from the zero-flux plane up to the ground during the day and night. While the water vapor flux transferred to the zero-flux plane during the day and inverse at night. Therefore, the cumulated upward liquid and downward water vapor flux were dominated in the BL, accounting for 62% and 21% of the total water flux, respectively. This study supported the regulation of dryland shrubs on soil hydrological processes well through the perspective of water vapor transport, which was important for clarifying the mechanism of water vapor transport in the vadose zone and its ecological function.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141963973","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanism of microbial necromass formation during decomposition of Stipa bungeana above-ground residues Stipa bungeana 地面残留物分解过程中微生物坏死物质的形成机制
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-09 DOI: 10.1016/j.catena.2024.108283
{"title":"Mechanism of microbial necromass formation during decomposition of Stipa bungeana above-ground residues","authors":"","doi":"10.1016/j.catena.2024.108283","DOIUrl":"10.1016/j.catena.2024.108283","url":null,"abstract":"<div><p>Soil microorganisms modulate the formation of soil organic carbon (SOC) by catalyzing residue decomposition. Further research is required to fully understand how residue-derived carbon (C) flows through the microbial portion of anabolism-forming compounds, primarily referred to as microbial necromass in the soil food web. To examine the effects of residue decomposition on the microbial contribution to SOC, and how microbial groups (<sup>13</sup>C-phospholipid fatty acids (PLFAs)) and soil enzymes regulate necromass accumulation (<sup>13</sup>C-amino sugars) and SOC, a 163-d decomposition experiment with <sup>13</sup>C-enriched aboveground residue of <em>Stipa bungeana</em> was conducted. The δ<sup>13</sup>C value of above-ground residue decreased whereas that of soil increased, thus providing direct evidence for the contribution of residue-derived C to SOC. Residue-derived <sup>13</sup>C in SOC, microbial biomass C, and dissolved organic C increased during decomposition. The soil microbial groups shifted from gram-negative to gram-positive bacteria and actinobacteria upon decomposition. C-cycling enzyme activity increased as decomposition proceeded. Bacterial necromass dominated in the early decomposition stage, fungal necromass dominated thereafter, and the total necromass increased with decomposition. The SOC and necromass were significantly correlated with residual mass, the residue C to nitrogen (N) ratio, and <sup>13</sup>C-arbuscular mycorrhizal fungal (AMF) PLFAs. By incorporating aboveground grassland residues into the soil, microorganisms regulate soil enzyme activity, control residue-derived C through the soil food chain and facilitate the transformation of microbial products into SOC through microbial anabolism. Our findings underscore how variations in the residue decomposition stage shape the primary microbial groups, influencing enzyme activity that, in turn, determines necromass turnover, and thus SOC formation.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Shrubification of herbaceous peatlands modulates root exudates, increasing rhizosphere soil CO2 emissions while decreasing CH4 emissions 草本泥炭地的灌木化改变了根部渗出物,增加了根瘤土壤的二氧化碳排放量,同时减少了甲烷排放量
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-09 DOI: 10.1016/j.catena.2024.108282
{"title":"Shrubification of herbaceous peatlands modulates root exudates, increasing rhizosphere soil CO2 emissions while decreasing CH4 emissions","authors":"","doi":"10.1016/j.catena.2024.108282","DOIUrl":"10.1016/j.catena.2024.108282","url":null,"abstract":"<div><p>As shrubs continue to expand in peatlands due to climate change, it is critical to examine the mechanisms underlying carbon dioxide (CO<sub>2</sub>) and methane (CH<sub>4</sub>) emissions. While the decrease in water levels during shrub encroachment into peatlands is known to increase soil carbon emissions, the role of the genetic potential of microbial metabolic processes mediated by root exudates in affecting rhizosphere soil carbon emissions is less well understood. Here, we conducted in situ field monitoring of shrub and herb peatlands, combined with laboratory incubation experiments involving the addition of root exudates. Using metagenomics and metabolomics technologies, we aimed to elucidate the microbiological mechanisms behind changes in carbon emissions. This study found that the rhizosphere soil under shrubs had a higher CO<sub>2</sub> emission rate with greater genetic potential for CO<sub>2</sub> production (19.36%), but exhibited a lower CH<sub>4</sub> emission rate conferring a lower genetic potential for CH<sub>4</sub> production (52.30%) than that under herbs. These differences were attributed to the distinct ways in which the root exudates of shrubs and herbs influence the structure and function of the microbial community, thereby favoring CO<sub>2</sub> and CH<sub>4</sub> emissions differently. Specifically, the relatively higher amounts of sugars and amino acids in shrub root exudates stimulate the genetic potential for cellulose and hemicellulose decomposition, leading to a 13.23% increase in CO<sub>2</sub> emissions. In contrast, the relatively higher amounts of lipids in herb root exudates promote the genetic potential for the acetic acid-type methanogenic process, resulting in a 33.50% increase in CH<sub>4</sub> emissions. Shrubification increased the genetic potential for labile carbon decomposition while decreasing the genetic potential for chitin and lignin decomposition, possibly promoting recalcitrant carbon conservation in the rhizosphere soil. Altogether, shrubification of herbaceous peatlands increases rhizosphere soil carbon emissions by regulating root exudates. It is recommended that appropriate ecosystem management measures be implemented to control shrub expansion, thereby optimizing carbon emissions from peatlands.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The coupling effects of grass and shrub with biological crust on the overland flow hydrodynamic characteristics 草地和灌木与生物结壳对陆地流水动力特性的耦合效应
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-09 DOI: 10.1016/j.catena.2024.108281
{"title":"The coupling effects of grass and shrub with biological crust on the overland flow hydrodynamic characteristics","authors":"","doi":"10.1016/j.catena.2024.108281","DOIUrl":"10.1016/j.catena.2024.108281","url":null,"abstract":"<div><p>Biological crust (BSC) is a common kind of ground cover that affects overland flow together with vegetation. It is important to understand the hydrodynamic mechanism of slope covered by both vegetation and BSC to clarify the water erosion dynamics. However, the coupling effects of vegetation and BSC on overland flow characteristics are still unclear. In this study, simulated rainfall was employed to explore the effects of different combinations of grasses, shrubs and BSC on the hydrodynamic characteristics of flow. The results showed that grasses, shrubs, BSC and vegetation combinations significantly reduced the flow velocity. Compared with the control check (CK), the flow velocities of the more BSC (MBSC), grass cover (GC) and shrub cover (SC) treatments were reduced by 50 %, 32 % and 14 %, respectively. The detention coefficient of different treatments increased with increasing BSC coverage. This result indicated that BSC played a dominant role in slowing the flow velocity under low-cover vegetation. The Froude number (<em>Fr</em>) of CK, GC, SC, and SC+GC were &gt; 1 during rainfall, indicating supercritical flow. The average <em>Fr</em> of the other treatments was &lt; 1, but <em>Fr</em> &gt; 1 was found in the less BSC (LBSC) and SC+LBSC treatments. The total flow resistance under different vegetation combinations did not conform to the simple linear stacking relationship. The interaction effect between different covers generated additional resistance, which varied among different ground cover combinations. The relationship between resistance coefficient (<em>f</em>) and Reynolds number (<em>Re</em>) gradually changed from a negative correlation for bare slopes to a positive correlation when vegetation or BSC existed, indicating that form resistance played a dominant role. It was concluded that BSC had a dominant effect on the hydraulic characteristics of overland flow in all ground cover treatments. This research provides a theoretical basis for the mechanism of erosion dynamics on slopes with combined vegetation and BSC.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of aridity and soil texture the profile pattern of soil C:N:P stoichiometry in Tibetan alpine grasslands 干旱和土壤质地对西藏高寒草地土壤 C:N:P 几何结构剖面模式的影响
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-08 DOI: 10.1016/j.catena.2024.108277
{"title":"Effect of aridity and soil texture the profile pattern of soil C:N:P stoichiometry in Tibetan alpine grasslands","authors":"","doi":"10.1016/j.catena.2024.108277","DOIUrl":"10.1016/j.catena.2024.108277","url":null,"abstract":"<div><p>Responses of soil carbon (C), nitrogen (N) and phosphorus (P) dynamics are closely related to aridity and soil texture. However, how aridity and texture influence the C:N:P stoichiometry of different soil layers in alpine ecosystems has not been examined. Here, we conducted soil sampling across a 1600-km transect to examine the regional profile pattern of soil C:N:P ratios with changes in aridity and soil texture based on observations from 20 sites on the Tibetan Plateau. The C:N and N:P ratios increased and decreased with soil depth, respectively, while the C:P ratios showed no significant changes with soil depth. The C:N ratios first decreased and then increased with increasing aridity index (AI) for the surface soil layers, while in deep soils, C:N ratios showed a negative relationship with increasing AI. The C:P ratios in bulk soils and all fractions significantly increased with increasing AI for the surface soil layers, but first increased and then decreased with increasing AI in the deep soil layers. N:P ratios in bulk soils and all fractions were positively related to increasing AI along the transect, but the growth rate slowed in wetter areas with a threshold at an AI value of 0.2. Across the transect, C:N ratios in bulk soils were positively related to clay contents in all soil layers, while N:P ratios in bulk soils were positively related to clay contents only in deep soil layers. C:P ratios and N:P ratios in bulk soils were negatively related to sand contents across most and across all soil layers. Generally, aridity played a more important role than soil texture in driving variations in soil C:N:P ratios along the transect. Our results highlight the role of aridity and soil texture in driving the stoichiometric flexibility of soil C:N:P ratios depending on soil layers in alpine grasslands.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141963697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lateral CO2 emission from eroded scarps and terrace sidewalls: A non-negligible but long-ignored carbon source 侵蚀疤痕和阶地侧壁的侧向二氧化碳排放:不可忽视但长期被忽视的碳源
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-07 DOI: 10.1016/j.catena.2024.108272
{"title":"Lateral CO2 emission from eroded scarps and terrace sidewalls: A non-negligible but long-ignored carbon source","authors":"","doi":"10.1016/j.catena.2024.108272","DOIUrl":"10.1016/j.catena.2024.108272","url":null,"abstract":"<div><p>The “U” or “V” shaped gullies on the Chinese Loess Plateau are highly susceptible to landslides and bank failure. The lateral carbon emissions from the bare scarps (valley banks or gully sidewalls) in theory promise a non-negligible carbon source, but had long been ignored due to their inaccessibility and underrepresentation in orthographic projection. In this study, the all-year-round CO<sub>2</sub> fluxes from the flatland, gully sidewalls and terrace sidewalls were monitored <em>in-situ</em> in a gully-dominated catchment on the Chinese Loess Plateau. The instantaneous responses of CO<sub>2</sub> fluxes to bank failure and drying-rewetting cycles were further examined by manual detachment and rainfall simulation. We observed that: 1) The sidewalls emitted CO<sub>2</sub> in all seasons, from warm rainy summer to freezing dry winter. The average CO<sub>2</sub> emission rates from the sidewalls reached 26% of that from the flatland, even though the soil organic carbon, dissolved organic carbon and soil microbial biomass carbon content of the barren soil on the sidewalls was disproportionally lower as 57%, 44%, and 76% of that on the flatland. 2) The simulation of bank failure and drying-rewetting cycles could rejuvenate the sidewalls and thus enhance the CO<sub>2</sub> emission rates, respectively by 49%, 27%, and collectively by 82%. 3) Based on the digital terrain model developed from the imagery acquired by the unmanned aerial vehicle, the actual exposed area of the study site was 46% larger than its ortho-projected area. This not only challenges the plausibility of conventional orthographic projection to estimate the actual soil surface area in similar regions predominated with eroded scarps and bench terraces, but also highlights the non-negligible contributions from lateral CO<sub>2</sub> emissions to local carbon source strength. The vigorous responses of lateral CO<sub>2</sub> emissions to soil water, temperature and layer detachment further emphasize the vulnerability of bank failure, which may potentially introduce more exposed area and thus trigger more CO<sub>2</sub> fluxes under future climate conditions. Therefore, the lateral CO<sub>2</sub> emissions from steep slopes or eroded scarps should not be ignored but deserve systematic investigations in complex terrains similar to the Chinese Loess Plateau.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gully erosion susceptibility assessment using three machine learning models in the black soil region of Northeast China 利用三种机器学习模型评估东北黑土区沟壑侵蚀易发性
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-07 DOI: 10.1016/j.catena.2024.108275
{"title":"Gully erosion susceptibility assessment using three machine learning models in the black soil region of Northeast China","authors":"","doi":"10.1016/j.catena.2024.108275","DOIUrl":"10.1016/j.catena.2024.108275","url":null,"abstract":"<div><p>Gully erosion has significantly increased and severely threatened agricultural production and food security, especially in the black soil region of Northeast China. The present study is set out to select the importance factors in gully erosion occurrence and compare similarities and differences in importance factors among watersheds, validate the applicability of the transformer model, and analyze the spatial distribution characteristic of gully erosion susceptibility maps (GESMs) and relationship between sloping farmland and gully erosion susceptibility area. 25 geo-environmental factors (GEFs) affecting the occurrence of gully erosion were identified through various data resource platforms and Arcgis10.2, and gully inventory maps were generated from remote sensing image interpretation and field survey. The mathematical relationships between GEFs and erosion gullies were established using random forest (RF), convolutional neural network (CNN), and transformer models after multi-collinearity test. The 10-fold cross-validation and 8 indicators were used to comprehensively compare the model performances. Results showed that the 10 factors played a key role in gully erosion occurrence in the black soil region of Northeast China which were convergence index (CI), distance from river, rainfall, terrain ruggedness index (TRI), normalized difference vegetation index (NDVI), topographic wetness index (TWI), elevation, distance from road, drainage density, and slope respectively. Except TWI, elevation, and slope, other 7 importance factors are shared among watersheds but with different degrees of importance. The transformer model has better applicability. According to the GESMs, the low susceptibility areas were still dominant and the occurrence of gully erosion was mostly in the very high susceptibility area. Our results demonstrate that the very high susceptibility area was related to the sloping farmland closely and exceeding 75% of very high susceptibility areas were located on sloping farmland.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soil nutrient redistribution in sloping farmland of dry–hot valleys in the upper Red River 红河上游干热河谷坡耕地的土壤养分再分布
IF 5.4 1区 农林科学
Catena Pub Date : 2024-08-03 DOI: 10.1016/j.catena.2024.108273
{"title":"Soil nutrient redistribution in sloping farmland of dry–hot valleys in the upper Red River","authors":"","doi":"10.1016/j.catena.2024.108273","DOIUrl":"10.1016/j.catena.2024.108273","url":null,"abstract":"<div><p>Dry-hot valleys (DHVs) play a crucial role in plateau-specific agriculture in Southwest China. Sloping farmland, which constitutes the primary type of arable land in DHVs, frequently encounters severe soil erosion and nutrient depletion, significantly limiting crop yields. Despite this, there remains a lack of comprehensive scientific understanding regarding the impact of soil erosion on soil nutrient redistribution in DHVs slope farmlands. To address this research gap, we conducted a study in Yuanjiang DHV by selecting 12 sloping farmlands that employ traditional sloping tillage with corn as the main crop. We evaluated the distribution characteristics of soil organic matter (SOM), total nitrogen (TN), active phosphorus (AP), and active potassium (AK) at different slope positions (upper, middle, and lower) and soil layers (surface layer of 0–10 cm, middle layer of 10–20 cm, and bottom layer of 20–30 cm). Our findings indicated that the SOM, TN, AP, and AK contents in the lower slope are significantly higher than in the upper and middle slopes. This highlights the substantial influence of slope positions on soil nutrient redistribution. Using partial least squares (PLS) analysis, we observed varying degrees of influence of soil physical properties and pH on soil nutrient redistribution. TN exhibited the most pronounced response to slope position variations in slope on the sloping farmland in the Yuanjiang DHV. These findings suggest the crucial need for strategic planning and implementation of water-soil conservation measures in the DHVs to ensure sustainable and high-quality development of regional plateau agriculture, as traditional downslope farming significantly contributes to increased nutrient loss from the DHVs soils.</p></div>","PeriodicalId":9801,"journal":{"name":"Catena","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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