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Soil pores in preferential flow terminology and permeability equations 优先流术语和渗透方程中的土壤孔隙
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-10 DOI: 10.1002/vzj2.20365
Hida R. Manns, Yefang Jiang, Gary Parkin
Linkages between the micro‐scale of soil water and landscape scale of hydrological data could be improved with the analysis of soil factors in preferential flow rates. This rearrangement of the terminology on soil pore size from published literature focused on the relationship between aggregate and pore size. In the range of pore size relevant to water flow (>0.005 mm), a 2:1 ratio of aggregate to pore diameter approximated the mean of proposed pore size categories. Major functional change points in soil pore size were identified where water becomes mobile in soil (0.005 mm), where preferential flow among aggregate surfaces begins (0.3 mm), and where water flows without soil interaction (bypass flow ∼1.0 mm). A number of published equations supported the application of soil pore size in permeability estimation for modeling hydraulic conductivity. Common understanding of soil pore terminology would support water flow estimation from soil to landscape scales.
土壤水微观尺度与水文数据景观尺度之间的联系可以通过分析优先流速中的土壤因素得到改善。对已发表文献中有关土壤孔隙大小的术语进行的重新整理,主要集中在骨料与孔隙大小之间的关系上。在与水流相关的孔径范围内(0.005 毫米),集料与孔径的比例为 2:1,这接近于拟议孔径类别的平均值。确定了土壤孔隙大小的主要功能变化点,即水开始在土壤中流动的位置(0.005 毫米)、开始在集料表面优先流动的位置(0.3 毫米)以及水在无土壤相互作用的情况下流动的位置(旁路流动 ∼ 1.0 毫米)。许多已公布的公式都支持将土壤孔隙大小应用于透水性估算,以模拟水力传导性。对土壤孔隙术语的共同理解将支持从土壤到景观尺度的水流估算。
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引用次数: 0
Dimensionality and scales of preferential flow in soils of Shale Hills hillslope simulated using HYDRUS 利用 HYDRUS 模拟页岩丘陵山坡土壤优先流的维度和尺度
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-05 DOI: 10.1002/vzj2.20367
Ying Zhao, Jun Yi, Rongjiang Yao, Fei Li, Robert Lee Hill, Horst H. Gerke
Preferential flow (PF) processes are governed by subsurface soil structures at various scales. Still, model validation and mechanistic understanding of PF are very lacking. We hypothesize that PF at hillslope and larger scales cannot be described and quantified when neglecting small‐scaled spatially variable processes and simplifying the model dimensionality. The objective was to learn from comparing simulation results of multidimensional (1D, 2D, and 3D) and multiscale (pedon, catena, and catchment) modeling approaches with comprehensive datasets, and so as to evaluate PF simulations based on the Richards’ equation (solved by the HYDRUS software). Results showed limited alignment between 1D simulations and soil moisture data, mainly affected by vertical changes in porosity, permeability, and precipitation features. 2D and 3D simulations outperformed 1D models. 3D simulations provided satisfactory description of PF dynamics at the pedon scale, considering accurate representations of soil and bedrock structures for three dimensions (vertical, horizontal, and surrounding area). In 2D simulations at the pedon scale, models incorporating dual‐porosity and anisotropy of soils yielded more accurate predictions of water dynamics than single‐porosity and isotropic models. Furthermore, the application of 2D simulation at the catena scale identify PF pathways owing to the enhanced representation of the hydraulic connectivity between different locations along the slope. The results confirmed the significance of multidimensional and multiscale modeling approaches for PF simulations in hillslope hydrology. Considering the complexity and parameterization of 2D and 3D “bottom‐up” physically based models in representing spatial variability within and between soil profiles and/or underlying bedrock geology, the results contribute to creating a modeling framework applicable to identify the PF processes and thus their implications in managing water resources.
优选流(PF)过程受不同尺度的地下土壤结构支配。然而,目前仍缺乏对 PF 的模型验证和机理认识。我们假设,如果忽略小尺度空间可变过程并简化模型维度,就无法描述和量化山坡及更大尺度的优先流过程。我们的目标是通过比较多维(一维、二维和三维)和多尺度(块根、鲶鱼和集水区)建模方法与综合数据集的模拟结果,对基于理查兹方程(由 HYDRUS 软件求解)的 PF 模拟进行评估。结果表明,一维模拟与土壤水分数据之间的一致性有限,主要受孔隙度、渗透性和降水特征垂直变化的影响。二维和三维模拟结果优于一维模型。考虑到土壤和基岩结构在三个维度(垂直、水平和周围区域)上的精确表现,三维模拟对花生阶地尺度上的 PF 动态描述令人满意。在花盆尺度的二维模拟中,包含土壤双孔隙度和各向异性的模型比单孔隙度和各向同性模型能更准确地预测水动力学。此外,由于加强了对沿坡不同位置之间水力连通性的表述,在基带尺度上应用二维模拟确定了PF路径。研究结果证实了多维和多尺度建模方法在山坡水文的 PF 模拟中的重要性。考虑到二维和三维 "自下而上 "物理模型在表示土壤剖面和/或基岩地质内部和之间的空间变异性方面的复杂性和参数化,研究结果有助于创建一个建模框架,用于识别坡面降水过程及其对水资源管理的影响。
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引用次数: 0
Water retention curves of sandy soils obtained from direct measurements, particle size distribution, and infiltration experiments 通过直接测量、粒度分布和渗透实验获得的砂土保水曲线
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-02 DOI: 10.1002/vzj2.20364
Umar Farooq, Wioletta Gorczewska‐Langner, Adam Szymkiewicz
Accurate information about soil water retention curves (SWRCs) of sands is essential for evaluating groundwater recharge and vulnerability to contamination in many shallow sandy aquifers which are widespread on post glacial areas in Northern Europe and North America. Pedotransfer functions (PTFs) allow to estimate SWRC from basic physical characteristics of soils, such as textural composition. However, in the case of clean sands which are dominated by a single textural fraction, PTFs should be based on more detailed information given by the particle size distribution. In this study we evaluated three parametric PTFs, which estimate parameters of the van Genuchten SWRC based on empirical correlations to the parameters of soil particle size distribution, and five semi‐physical PTFs, which derive the pore size distribution from particle size distribution. PTFs were compared to SWRCs fitted to the results of drainage experiments on sandy soil samples from six locations in Gdańsk region (northern Poland). Although in all samples the content of silt and clay fractions was low (<3.5%), the differences in actual content of fines strongly influenced the shape of SWRC. In contrast, the amount of gravel fraction (varying from 1% to 35%) did not have significant effect on SWRC. Semi‐physical PTFs were found to be more accurate than parametric PTFs. The best overall performance was shown by the semi‐physical Chang and Cheng PTF. Among the parametric PTFs the best accuracy was obtained with the Schaap and Bouten method. However, all considered functions showed limited accuracy in higher suction range. Additionally, infiltration experiments were performed on four sites. SWRCs were obtained from ring infiltrometer tests using the Beerkan estimation of soil transfer parameters (BEST) method and from the tension infiltrometer (TI) tests using numerical solution of the inverse problem based on the Richards equation. In almost all cases the wetting SWRCs were characterized by higher values of the pressure scaling parameter α compared to SWRCs measured in drainage experiments, which is consistent with the well‐known phenomenon of hysteresis in soils. However, the BEST method resulted in significantly higher α and hydraulic conductivity Ks than TI, probably due to activation of the largest soil pores during ponded infiltration.
在北欧和北美冰川后地区广泛分布的许多浅沙质含水层中,有关沙土保水曲线(SWRC)的准确信息对于评估地下水补给和易受污染性至关重要。Pedotransfer 函数(PTF)可以根据土壤的基本物理特征(如纹理成分)估算出地下水补给滞留率。然而,对于以单一质地成分为主的洁净沙地,PTF 应基于粒度分布提供的更详细信息。在本研究中,我们评估了三种参数 PTF(根据与土壤粒度分布参数的经验相关性估算范-吉努赫腾 SWRC 的参数)和五种半物理 PTF(从粒度分布推导出孔径分布)。对格但斯克地区(波兰北部)六个地点的砂质土壤样本进行了排水实验,并将 PTF 与根据排水实验结果拟合的 SWRC 进行了比较。虽然所有样本中粉砂和粘土的含量都很低(3.5%),但细粒实际含量的差异对 SWRC 的形状影响很大。相反,砾石部分的含量(从 1% 到 35% 不等)对 SWRC 没有显著影响。半物理 PTF 比参数 PTF 更准确。半物理 Chang 和 Cheng PTF 的总体性能最佳。在参数 PTF 中,Schaap 和 Bouten 方法的精确度最高。然而,在较高的吸力范围内,所有考虑的函数都显示出有限的精度。此外,还在四个地点进行了渗透实验。采用贝肯土壤传输参数估计法(BEST)进行的环形渗透仪测试和基于理查兹方程的反问题数值解法进行的张力渗透仪(TI)测试均获得了 SWRC。几乎在所有情况下,与排水实验中测得的湿润 SWRC 相比,湿润 SWRC 的特点是压力比例参数 α 值更高,这与众所周知的土壤滞后现象一致。不过,BEST 方法得出的 α 和水力传导系数 Ks 明显高于 TI,这可能是由于在池塘渗透过程中最大的土壤孔隙被激活所致。
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引用次数: 0
A simple infiltrometer automated with a user‐friendly pressure datalogger 简单的浸润计,配有方便用户使用的压力数据记录器
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-01 DOI: 10.1002/vzj2.20366
Pedro A. M. Leite, Simone Di Prima, Logan M. Schmidt, Bradford P. Wilcox
We have constructed a new, simplified constant‐head infiltrometer automated with a self‐contained water level datalogger (HOBO U20L‐01) repurposed to measure changes in gas pressure inside an inverted bottle reservoir. Our field tests of six of these infiltrometers confirmed that recorded changes in gas pressure were strongly correlated with changes in water level in the infiltrometer reservoir (R2 = 0.9998). Further, by using the derived experimental calibration function, we were able to obtain accurate near‐steady‐state infiltration rates. This infiltrometer is cheaper and lighter than current commercially available infiltrometers. It can be easily assembled with materials readily available in most hardware stores, and its user‐friendly datalogger does not require any programming knowledge. This infiltrometer is compatible with various ponding infiltration methods, and its generic design allows for modifications with locally available materials to meet diverse research needs.
我们建造了一种新型、简化的恒定水头浸润计,该浸润计配有一个自带的水位数据记录器(HOBO U20L-01),用于测量倒置瓶储水器内气体压力的变化。我们对六台这种浸润计进行的实地测试证实,记录的气体压力变化与浸润计蓄水池中的水位变化密切相关(R2 = 0.9998)。此外,通过使用推导出的实验校准函数,我们还能获得准确的近稳态渗透率。这种入渗仪比目前市面上销售的入渗仪更便宜、更轻便。它可以用大多数五金店都能买到的材料轻松组装,而且其用户友好型数据记录器不需要任何编程知识。该浸润仪与各种池塘浸润方法兼容,其通用设计允许使用当地可用的材料进行改装,以满足不同的研究需求。
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引用次数: 0
A model for saturated–unsaturated flow with fractures acting as capillary barriers 以裂缝为毛细管屏障的饱和-非饱和流动模型
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-31 DOI: 10.1002/vzj2.20345
Jhabriel Varela, Eirik Keilegavlen, Jan M. Nordbotten, Florin A. Radu
High‐resolution modeling of the flow dynamics in fractured soils is highly complex and computationally demanding as it requires precise geometrical description of the fractures in addition to resolving a multiphase free‐flow problem inside the fractures. In this paper, we present an idealized model for saturated–unsaturated flow in fractured soils that preserves the core aspects of fractured flow dynamics using an explicit representation of the fractures. The model is based on Richards’ equation in the matrix and hydrostatic equilibrium in the fractures. While the first modeling choice is standard, the latter is motivated by the difference in flow regimes between matrix and fractures, that is, the water velocity inside the fractures is considerably larger than in the soil even under saturated conditions. On matrix/fracture interfaces, the model permits water exchange between matrix and fractures only when the capillary barrier offered by the presence of air inside the fractures is overcome. Thus, depending on the wetting conditions, fractures can either act as impervious barriers or as paths for rapid water flow. Since in numerical simulations each fracture face in the computational grid is a potential seepage face, solving the resulting system of nonlinear equations is a nontrivial task. Here, we propose a general framework based on a discrete‐fracture matrix approach, a finite volume discretization of the equations, and a practical iterative technique to solve the conditional flow at the interfaces. Numerical examples support the mathematical validity and the physical applicability of the model.
断裂土壤中流动动力学的高分辨率建模非常复杂,对计算要求很高,因为除了要解决断裂内部的多相自由流动问题外,还需要对断裂进行精确的几何描述。在本文中,我们提出了一种理想化的断裂土壤中饱和-非饱和流动模型,该模型通过明确表示裂缝,保留了断裂流动动力学的核心内容。该模型基于基质中的理查兹方程和裂缝中的静水平衡。前一种建模选择是标准的,而后一种建模选择则是由于基质和裂缝之间的流态不同,即即使在饱和条件下,裂缝内的水流速度也比土壤中的大得多。在基质/裂缝界面上,只有当裂缝内存在的空气所提供的毛细管屏障被克服时,模型才允许基质和裂缝之间进行水交换。因此,根据湿润条件,裂缝既可以作为不透水的屏障,也可以作为水快速流动的通道。由于在数值模拟中,计算网格中的每个断裂面都是潜在的渗流面,因此求解由此产生的非线性方程组并非易事。在此,我们提出了一个基于离散断裂矩阵方法、有限体积离散方程和实用迭代技术的总体框架,以解决界面上的条件流问题。数值示例证明了模型的数学有效性和物理适用性。
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引用次数: 0
Vadose Zone Journal Annual Report, 2023 瓦多斯区期刊年度报告,2023 年
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-30 DOI: 10.1002/vzj2.20362
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引用次数: 0
Determination of a pedotransfer function for specific air–water interfacial area in sandy soils: A pore network‐informed multigene genetic programming approach 确定砂土中特定空气-水界面面积的传粉函数:基于孔隙网络的多基因遗传编程方法
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-30 DOI: 10.1002/vzj2.20352
Rasoul Mirghafari, Ehsan Nikooee, Amir Raoof, Ghassem Habibagahi
Understanding specific air–water interfacial area (SAWIA) is essential for characterizing and modeling various phenomena in vadose zone hydrology, such as virus and colloid transport, contaminant dissolution, evaporation, and the hydro‐mechanical behavior of unsaturated soils. Traditional measurement methods, including X‐ray imaging and tracer techniques, often encounter challenges, leading to a scarcity of studies that provide a reliable relationship for SAWIA. Currently, no pedotransfer function in the literature links SAWIA with saturation and suction using readily measurable soil properties such as median grain size and porosity. In this study, we initially developed a pore network model capable of predicting SAWIA by calibrating it with corresponding soil‐water retention curves (SWRCs). We then used these models to compile a comprehensive database of SAWIA for six sandy soils, for which experimental SWRCs were available, covering a range of median grain sizes and porosities. Utilizing this database, we established a pedotransfer function through multigene genetic programming. The accuracy of this function was validated against experimental data not previously used in its training and testing. Our parametric study indicated that increases in either porosity or median particle size led to a decrease in the regions exhibiting higher SAWIA in terms of saturation and suction.
了解比空气-水界面面积(SAWIA)对于描述和模拟含水层水文学中的各种现象(如病毒和胶体迁移、污染物溶解、蒸发以及非饱和土壤的水力学行为)至关重要。传统的测量方法(包括 X 射线成像和示踪技术)经常会遇到困难,导致为 SAWIA 提供可靠关系的研究很少。目前,还没有文献利用中值粒度和孔隙度等易于测量的土壤特性将 SAWIA 与饱和度和吸力联系起来。在这项研究中,我们首先开发了一种能够预测 SAWIA 的孔隙网络模型,将其与相应的土壤水滞留曲线(SWRCs)进行校准。然后,我们利用这些模型为六种砂质土壤编制了一个全面的 SAWIA 数据库,这些土壤的试验性 SWRCs 涵盖了一系列中值粒度和孔隙率。利用该数据库,我们通过多基因遗传编程建立了一个土壤转移函数。该函数的准确性是根据之前未用于其训练和测试的实验数据进行验证的。我们的参数研究表明,孔隙率或中值粒度的增加会导致饱和度和吸力方面表现出较高 SAWIA 的区域减少。
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引用次数: 0
Modeling sub‐resolution porosity of a heterogeneous carbonate rock sample 异质碳酸盐岩样本的亚分辨率孔隙度建模
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-30 DOI: 10.1002/vzj2.20348
William Godoy, Elizabeth M. Pontedeiro, Rafael A. B. R. Barros, Enno T. de Vries, Amir Raoof, Martinus Th. van Genuchten, Paulo Couto
Accurately estimating the petrophysical properties of heterogeneous carbonate rocks across various scales poses significant challenges, particularly within the context of water and hydrocarbon reservoir studies. Digital rock analysis techniques, such as X‐ray computed microtomography and synchrotron‐light‐based imaging, are increasingly employed to study the complex pore structure of carbonate rocks. However, several technical limitations remain, notably the need to balance the volume of interest with the maximum achievable resolution, which is influenced by geometric properties of the source–detector distance in each apparatus. Typically, higher resolutions necessitate smaller sample volumes, leading to a portion of the pore structure (the sub‐resolution or unresolved porosity), that remain undetected. In this study, X‐ray microtomography is used to infer the fluid flow properties of a carbonate rock sample having a substantial fraction of porosity below the imaging resolution. The existence of unresolved porosity is verified by comparisons with nuclear magnetic resonance (NMR) data. We introduce a methodology for modeling the sub‐resolution pore structure within images by accounting for unresolved pore bodies and pore throats derived from a predetermined distribution of pore throat radii. The process identifies preferential pathways between visible pores using the shortest distance and establishes connections between these pores by allocating pore bodies and throats along these paths, while ensuring compatibility with the NMR measurements. Single‐phase flow simulations are conducted on the full volume of a selected heterogeneous rock sample by using the developed pore network model. Results are then compared with petrophysical data obtained from laboratory measurements.
准确估算不同尺度异质碳酸盐岩的岩石物理特性是一项重大挑战,尤其是在水和碳氢化合物储层研究方面。在研究碳酸盐岩复杂的孔隙结构时,人们越来越多地采用数字岩石分析技术,如 X 射线计算机显微层析技术和同步辐射成像技术。然而,仍然存在一些技术限制,特别是需要在感兴趣的体积与可实现的最大分辨率之间取得平衡,而这受到每台仪器的源-探测器距离的几何特性的影响。通常情况下,分辨率越高,样品体积就越小,从而导致部分孔隙结构(次分辨率或未解决的孔隙度)仍未被探测到。在本研究中,X 射线显微层析成像技术被用于推断碳酸盐岩样本的流体流动特性,该样本中的大部分孔隙度低于成像分辨率。通过与核磁共振(NMR)数据进行比较,验证了未解决孔隙度的存在。我们介绍了一种方法,通过考虑未解决的孔体和孔喉半径预定分布得出的孔喉,对图像中的亚分辨率孔隙结构进行建模。该过程使用最短距离识别可见孔隙之间的优先路径,并通过沿这些路径分配孔体和孔喉建立这些孔隙之间的连接,同时确保与核磁共振测量的兼容性。利用所开发的孔隙网络模型,对所选异质岩石样本的整个体积进行单相流模拟。然后将结果与实验室测量获得的岩石物理数据进行比较。
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引用次数: 0
Irrigation scheduling needs to consider both plant‐available water and soil aeration requirements 灌溉安排需要同时考虑植物可利用水量和土壤通气要求
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-29 DOI: 10.1002/vzj2.20344
Beaulah Pragg, T. K. K. Chamindu Deepagoda, Keith Cameron, Hong Di, Timothy J. Clough, Sam Carrick
Global food production relying on irrigated agriculture accounts for >70% of the global freshwater withdrawal. A thorough understanding of soil–water characteristics (SWCs) and critical soil–water values in the soil and subsoil is important for effective management of irrigated water. A critical soil–water “window” for plants is generally taken as the plant‐available water window without considering diffusion‐dominated soil aeration as a co‐requisite. This study examined SWC curves in vadose soil profiles (up to 1.5‐m depth) in eight pasture soils. The soil moisture measurements were made over matric potentials ranging from −1 to −1500 kPa using tension table and pressure plate apparatus. The van Genuchten model was used to parameterize the measured SWC curve, while the Millington‐Quirk model was used to derive soil–gas diffusivity from measured soil physical properties. We defined critical soil–water windows considering the threshold values for both plant‐available water and soil–gas diffusivity to ensure water and aeration corequisites for plant growth. The results clearly distinguished depth‐dependent regimes of gravitational, plant‐available, and unavailable water in selected profiles and their responses to soil structural changes across the depth. In some of the observed soil profiles, only 30%–60% of the plant‐available water window was able to be utilized by plants because the remainder existed under soil conditions where soil aeration was inadequate for plant growth, emphasizing the importance of considering both the plant's water and aeration requirements during irrigation scheduling. Further, the infiltration profiles in two selected soils under simulated irrigation highlighted the importance of a priori knowledge of the soil structure in deeper soil layers for scheduling irrigation.
依靠农业灌溉进行的全球粮食生产占全球淡水消耗量的 70%。全面了解土壤水特性(SWCs)以及土壤和底土中的土壤水临界值对于有效管理灌溉用水非常重要。对植物而言,临界土壤水 "窗口 "通常是指植物可利用的水量窗口,而不考虑以扩散为主的土壤通气性这一共同前提条件。本研究考察了八种牧场土壤中伏流土壤剖面(最深 1.5 米)的 SWC 曲线。使用拉力台和压力板仪器在-1 到 -1500 kPa 的母质电位范围内进行了土壤水分测量。我们使用 van Genuchten 模型对测得的 SWC 曲线进行参数化,同时使用 Millington-Quirk 模型从测得的土壤物理特性推导出土壤-气体扩散率。我们根据植物可利用水分和土壤气体扩散率的临界值定义了临界土壤水窗口,以确保植物生长所需的水分和通气核心条件。结果明确区分了所选剖面中重力水、植物可利用水和不可利用水的深度依赖机制,以及它们对整个深度土壤结构变化的响应。在一些观测到的土壤剖面中,植物仅能利用 30%-60% 的植物可用水窗口,因为其余部分的土壤通气条件不足以满足植物生长的需要。此外,模拟灌溉条件下两种选定土壤的渗透剖面突出表明,事先了解较深土层的土壤结构对安排灌溉非常重要。
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引用次数: 0
Calculating a minimum overlap period for successful intercalibration of soil moisture sensors 计算成功校准土壤水分传感器的最小重叠期
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-29 DOI: 10.1002/vzj2.20346
Victoria A. Walker, Michael H. Cosh, Tyson E. Ochsner
Long‐term in situ soil moisture monitoring inevitably requires sensors to be replaced. Ensuing discontinuities in the data record can be mitigated by intercalibration, however it is unclear how long the existing sensor needs to remain alongside the newly installed before there is enough overlapping data to generate a robust intercalibration. We used 154 pairs of established and newly installed sensors within the Marena, Oklahoma, In Situ Sensor Testbed to determine if there is a minimum overlap time that should be considered when planning upcoming replacements. Hourly observations of the existing sensor were linearly calibrated to those of the newly installed sensor with coefficients determined from overlap periods incremented by 30 days until a reference period of 2 years was reached. The resulting bias, root‐mean‐square error, and correlation coefficient for sensor pairs indicate that a minimum of 6 to 9 months of overlapping data are required to generate a successful intercalibration. Extending that to a full year before decommissioning the old sensor results in a stable intercalibration with higher confidence.
长期原位土壤水分监测不可避免地需要更换传感器。数据记录中随之出现的不连续性可以通过相互校准来缓解,但现有传感器需要与新安装的传感器并存多长时间才会有足够的重叠数据来产生稳健的相互校准,这一点尚不清楚。我们使用俄克拉荷马州马雷纳原位传感器试验台中 154 对已安装和新安装的传感器,以确定在规划即将进行的更换时是否需要考虑最短重叠时间。将现有传感器的每小时观测数据与新安装传感器的每小时观测数据进行线性校准,校准系数由重叠期确定,重叠期每 30 天递增一次,直至达到 2 年的参考期。由此得出的传感器对的偏差、均方根误差和相关系数表明,至少需要 6 到 9 个月的重叠数据才能成功进行相互校准。在旧传感器退役前,将重叠时间延长至一整年,可获得更稳定、可信度更高的相互校准结果。
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引用次数: 0
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Vadose Zone Journal
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