Validation of Sensor-Directed Spatial Simulated Annealing Soil Sampling Strategy.

Abstract:

:Soil spatial variability has a profound influence on most agronomic and environmental processes at field and landscape scales, including site-specific management, vadose zone hydrology and transport, and soil quality. Mobile sensors are a practical means of mapping spatial variability because their measurements serve as a proxy for many soil properties, provided a sensor-soil calibration is conducted. A viable means of calibrating sensor measurements over soil properties is through linear regression modeling of sensor and target property data. In the present study, two sensor-directed, model-based, sampling scheme delineation methods were compared to validate recent applications of soil apparent electrical conductivity (EC)-directed spatial simulated annealing against the more established EC-directed response surface sampling design (RSSD) approach. A 6.8-ha study area near San Jacinto, CA, was surveyed for EC, and 30 soil sampling locations per sampling strategy were selected. Spatial simulated annealing and RSSD were compared for sensor calibration to a target soil property (i.e., salinity) and for evenness of spatial coverage of the study area, which is beneficial for mapping nontarget soil properties (i.e., those not correlated with EC). The results indicate that the linear modeling EC-salinity calibrations obtained from the two sampling schemes provided salinity maps characterized by similar errors. The maps of nontarget soil properties show similar errors across sampling strategies. The Spatial Simulated Annealing methodology is, therefore, validated, and its use in agronomic and environmental soil science applications is justified.

journal_name

J Environ Qual

authors

Scudiero E,Lesch SM,Corwin DL

doi

10.2134/jeq2015.09.0458

subject

Has Abstract

pub_date

2016-07-01 00:00:00

pages

1226-33

issue

4

eissn

0047-2425

issn

1537-2537

journal_volume

45

pub_type

杂志文章
  • Nutrient and sediment losses in snowmelt runoff from perennial forage and annual cropland in the canadian prairies.

    abstract::An 8-yr field-scale study, 2005 to 2012, investigated effects of agricultural land use on nutrient and sediment losses during snowmelt runoff from four treatment fields in southern Manitoba. In 2005, two fields with a long-term history of annual crop (AC) production were planted to perennial forage (PF), while two oth...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2014.01.0040

    authors: Liu K,Elliott JA,Lobb DA,Flaten DN,Yarotski J

    更新日期:2014-09-01 00:00:00

  • Expanding Wetland Mitigation: Can Rice Fields Remediate Pesticides in Agricultural Runoff?

    abstract::Pesticides are responsible for nearly 1900 water quality impairments in the United States. Impacts of pesticide runoff on aquatic ecosystems can be mitigated by implementing management practices such as constructed wetlands, grass buffers, and vegetated ditches. A new practice currently being examined is the use of ri...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2018.04.0154

    authors: Moore MT,Locke MA,Cullum RF

    更新日期:2018-11-01 00:00:00

  • Adsorption and clay-catalyzed degradation of erythromycin A on homoionic clays.

    abstract::Erythromycin has been widely used in food-producing animals and in humans, and is frequently detected as an organic pollutant in U.S. streams. In batch experiments with homoionic clays, the Freundlich isotherms were determined at 10 and 25 degrees C. The adsorption of erythromycin A was strongly influenced by clay typ...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2004.2570

    authors: Kim YH,Heinze TM,Kim SJ,Cerniglia CE

    更新日期:2004-01-01 00:00:00

  • Spatial extrapolation of soil characteristics using whole-soil particle size distributions.

    abstract::Soils support ecosystem functions such as plant growth and water quality because of certain physical, chemical, and biological properties. These properties have been studied at different spatial scales, including point scales to satisfy basic research needs, and regional scales to satisfy monitoring needs. Recently, s...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2001.301101x

    authors: Shirazi MA,Boersma L,Haggerty PK,Johnson CB

    更新日期:2001-01-01 00:00:00

  • Soil nitrogen dynamics in a river floodplain mosaic.

    abstract::In their natural state, river floodplains are heterogeneous and dynamic ecosystems that may retain and remove large quantities of nitrogen from surface waters. We compared the soil nitrogen dynamics in different types of habitat patches in a restored and a channelized section of a Thur River floodplain (northeast Swit...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2012.0059

    authors: Shrestha J,Niklaus PA,Frossard E,Samaritani E,Huber B,Barnard RL,Schleppi P,Tockner K,Luster J

    更新日期:2012-11-01 00:00:00

  • Photodegradation of the endocrine-disrupting chemical 4-nonylphenol in biosolids applied to soil.

    abstract::There is increasing concern about the environmental fate and impact of biosolids-associated anthropogenic organic chemicals, among which 4-nonylphenol (4-NP) is one of the most studied chemicals. This is primarily because 4-NP is an endocrine disruptor and has been frequently detected in environmental samples. Due to ...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2004.1568

    authors: Xia K,Jeong CY

    更新日期:2004-07-01 00:00:00

  • SOIL-SOILN simulations of water drainage and nitrate nitrogen transport from soil core lysimeters.

    abstract::Water resources protection from nitrate nitrogen (NO3-N) contamination is an important public concern and a major national environmental issue. The abilities of the SOIL-SOILN model to simulate water drainage and nitrate N fluxes from orchardgrass (Dactylis glomerata L.) were evaluated using data from a 3-yr field exp...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2001.302584x

    authors: Jabro JD,Stout WL,Fales SL,Fox RH

    更新日期:2001-03-01 00:00:00

  • Livestock-generated nitrogen exports from a pastoral wetland.

    abstract::When wetlands are disturbed by cattle, pulses of contaminants may be released. We studied nitrogen exports from a small pastoral wetland (1725 m) in the Lake Taupo Catchment, New Zealand, to which cattle and sheep had periodic access. Flow, turbidity, and water quality samples were collected at the wetland outlet over...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2010.0435

    authors: McKergow LA,Rutherford JC,Timpany GC

    更新日期:2012-09-01 00:00:00

  • Relationships between landscape pattern, wetland characteristics, and water quality in agricultural catchments.

    abstract::Water quality in streams is dependent on landscape metrics at catchment and wetland scales. A study was undertaken to evaluate the correlation between landscape metrics, namely patch density and area, shape, heterogeneity, aggregation, connectivity, land-use ratio, and water quality variables (salinity, nutrients, sed...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2007.0591

    authors: Moreno-Mateos D,Mander U,Comín FA,Pedrocchi C,Uuemaa E

    更新日期:2008-10-23 00:00:00

  • Trace element concentrations in soil, corn leaves, and grain after cessation of biosolids applications.

    abstract::From 1974 to 1984, 543 Mg ha(-1) of biosolids were applied to portions of a land-reclamation site in Fulton County, IL. Soil organic C increased to 5.1% then decreased significantly (p < 0.01) to 3.8% following cessation of biosolids applications (1985-1997). Metal concentrations in amended soils (1995-1997) were not ...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2004.2078

    authors: Granato TC,Pietz RI,Knafl GJ,Carlson CR Jr,Tata P,Lue-Hing C

    更新日期:2004-11-01 00:00:00

  • Nitrate leaching and nitrous oxide flux in urban forests and grasslands.

    abstract::Urban landscapes contain a mix of land-use types with different patterns of nitrogen (N) cycling and export. We measured nitrate (NO(3)(-)) leaching and soil:atmosphere nitrous oxide (N(2)O) flux in four urban grassland and eight forested long-term study plots in the Baltimore, Maryland metropolitan area. We evaluated...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2008.0521

    authors: Groffman PM,Williams CO,Pouyat RV,Band LE,Yesilonis ID

    更新日期:2009-07-23 00:00:00

  • Long-term effects of poultry litter, alum-treated litter, and ammonium nitrate on aluminum availability in soils.

    abstract::Research has shown that alum [Al(2)(SO(4))(3).14H(2)O] applications to poultry litter can greatly reduce phosphorus (P) runoff, as well as decrease ammonia (NH(3)) volatilization. However, the long-term effects of fertilizing with alum-treated litter are unknown. The objectives of this study were to evaluate the long-...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2004.0472

    authors: Moore PA Jr,Edwards DR

    更新日期:2005-11-07 00:00:00

  • Trace metal contamination influenced by land use, soil age, and organic matter in montreal tree pit soil.

    abstract::The short life span of many street trees in the Montreal downtown area may be due in part to higher than standard concentrations of trace metals in the tree pit soils. The effects of land use, soil organic matter, and time since tree planting in a given tree pit (soil age) were studied with respect to the total concen...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2013.02.0055

    authors: Kargar M,Jutras P,Clark OG,Hendershot WH,Prasher SO

    更新日期:2013-09-01 00:00:00

  • Moisture Effects on Nitrogen Availability in Municipal Biosolids from End-of-Life Municipal Lagoons.

    abstract::Nitrogen (N) availability affects plant biomass yield and, hence, phytoextraction of contaminants during phytoremediation of end-of-life municipal lagoons. End-of-life lagoons are characterized by fluctuating moisture conditions, but the effects on biosolid N dynamics have not been adequately characterized. This 130-d...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2015.02.0084

    authors: Jeke NN,Zvomuya F,Ross L

    更新日期:2015-11-01 00:00:00

  • Phosphorus sorbing materials: sorption dynamics and physicochemical characteristics.

    abstract::The effectiveness of various management practices to reduce phosphorus (P) loss from soil to water can potentially be improved by using by-product materials that have the capacity to sorb phosphorus. This study evaluated the P sorption and desorption potential, and the physicochemical characteristics of various phosph...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2007.0148

    authors: Leader JW,Dunne EJ,Reddy KR

    更新日期:2008-01-04 00:00:00

  • Trace metal dynamics in floodplain soils of the river Elbe: a review.

    abstract::This paper reviews trace metal dynamics in floodplain soils using the Elbe floodplains in Germany as an example of extraordinary importance because of the pollution level of its sediments and soils. Trace metal dynamics are determined by processes of retention and release, which are influenced by a number of soil prop...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章,评审

    doi:10.2134/jeq2008.0299

    authors: Schulz-Zunkel C,Krueger F

    更新日期:2009-05-20 00:00:00

  • Modeling phosphorus in the Lake Allatoona watershed using SWAT: I. Developing phosphorus parameter values.

    abstract::Lake Allatoona is a large reservoir north of Atlanta, GA, that drains an area of about 2870 km2 scheduled for a phosphorus (P) total maximum daily load (TMDL). The Soil and Water Assessment Tool (SWAT) model has been widely used for watershed-scale modeling of P, but there is little guidance on how to estimate P-relat...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2007.0110

    authors: Radcliffe DE,Lin Z,Risse LM,Romeis JJ,Jackson CR

    更新日期:2009-01-13 00:00:00

  • Evaluation of pH-Dependent Metal Speciation Artifacts in Whole-Cell Bioreporter Analysis.

    abstract::Whole-cell bacterial biosensors (bioreporters) are commonly applied for determination of metal toxicity and bioavailability in environmental samples. This is accomplished using a standard procedure whereby the sample is mixed with bioreporter cells suspended in a buffered medium at a fixed pH (set-point pH assay). Thi...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2018.10.0352

    authors: Hansen MG,Marcussen H,Holm PE,Brandt KK

    更新日期:2019-01-01 00:00:00

  • Relationships between soil and runoff phosphorus in small Alberta watersheds.

    abstract::Field-scale relationships between soil test phosphorus (STP) and flow-weighted mean concentrations (FWMCs) of dissolved reactive phosphorus (DRP) and total phosphorus (TP) in runoff are essential for modeling phosphorus losses, but are lacking. The objectives of this study were (i) to determine the relationships betwe...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2006.0502

    authors: Little JL,Nolan SC,Casson JP,Olson BM

    更新日期:2007-07-17 00:00:00

  • Effect of bedding materials on concentration of odorous compounds and in beef cattle bedded manure packs.

    abstract::The objectives of this study were to determine the effect of bedding material (corn stover, soybean stover, wheat straw, switchgrass, wood chips, wood shavings, corn cobs, and shredded paper) on concentration of odorous volatile organic compounds (VOC) in bedded pack material and to determine the effect of bedding mat...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2012.0251

    authors: Spiehs MJ,Brown-Brandl TM,Parker DB,Miller DN,Berry ED,Wells JE

    更新日期:2013-01-01 00:00:00

  • Adding Phosphate Fertilizer and Apple Waste to Pig Manure during Composting Mitigates Nitrogen Gas Emissions and Improves Compost Quality.

    abstract::Calcium superphosphate and apple ( Mill.) waste can be used for controlling N loss and improving compost quality during composting, whereas integrated addition of the two additives on composting process remains unexplored. Therefore, this study was conducted to investigate the effects of combined use of calcium superp...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2018.11.0397

    authors: Jiang J,Kang K,Zhang C,Yan G,Lv J,Li Y

    更新日期:2019-09-01 00:00:00

  • Manganese, Zinc, and pH Affect Cadmium Accumulation in Rice Grain under Field Conditions in Southern China.

    abstract::Very little has been reported on the effects of pH, Zn, and Mn on Cd uptake in rice ( L.) and their levels under field conditions. Rice accumulates a high concentration of Cd in acid soils, even at low soil Cd levels. Lime (CaO) was spread at 1200 kg ha on the topsoil of a rice field during the tillering stage. Effect...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2017.06.0237

    authors: Wang M,Yang Y,Chen W

    更新日期:2018-03-01 00:00:00

  • Agricultural Edge-of-Field Phosphorus Losses in Ontario, Canada: Importance of the Nongrowing Season in Cold Regions.

    abstract::Agricultural P losses are a global economic and water quality concern. Much of the current understanding of P dynamics in agricultural systems has been obtained from rainfall-driven runoff, and less is known about cold-season processes. An improved understanding of the magnitude, form, and transport flow paths of P lo...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2018.11.0418

    authors: Plach J,Pluer W,Macrae M,Kompanizare M,McKague K,Carlow R,Brunke R

    更新日期:2019-07-01 00:00:00

  • Optimizing phosphorus characterization in animal manures by solution phosphorus-31 nuclear magnetic resonance spectroscopy.

    abstract::A procedure involving alkaline extraction and solution 31P nuclear magnetic resonance (NMR) spectroscopy was developed and optimized for the characterization of P in animal manures (broiler, swine, beef cattle). Inclusion of ethylenediaminetetraacetic acid (EDTA) in the alkaline extraction solution recovered between 8...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:

    authors: Turner BL

    更新日期:2004-03-01 00:00:00

  • Modeling Tree Shade Effect on Urban Ground Surface Temperature.

    abstract::There is growing interest in the role that urban forests can play as urban microclimate modifiers. Tree shade and evapotranspiration affect energy fluxes and mitigate microclimate conditions, with beneficial effects on human health and outdoor comfort. The aim of this study was to investigate surface temperature () va...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2015.02.0097

    authors: Napoli M,Massetti L,Brandani G,Petralli M,Orlandini S

    更新日期:2016-01-01 00:00:00

  • Detection of pathogens, indicators, and antibiotic resistance genes after land application of poultry litter.

    abstract::Poultry litter (PL) is a by-product of broiler production. Most PL is land applied. Land-applied PL is a valuable nutrient source for crop production but can also be a route of environmental contamination with manure-borne bacteria. The objective of this study was to characterize the fate of pathogens, fecal indicator...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2013.10.0432

    authors: Cook KL,Netthisinghe AM,Gilfillen RA

    更新日期:2014-09-01 00:00:00

  • Seasonal dynamics of denitrification along topohydrosequences in three different riparian wetlands.

    abstract::We investigated the seasonal patterns of denitrification rates and potentials in soil profiles along the topohydrosequence formed at the upland-wetland interface in three riparian wetlands with different vegetation cover (i.e., forest, understory vegetation, and grass). Denitrification was measured using the acetylene...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2002.1025

    authors: Clément JC,Pinay G,Marmonier P

    更新日期:2002-05-01 00:00:00

  • Trace element removal from coal ash leachate by a 10-year-old constructed wetland.

    abstract::This study investigated the ability of a 10-yr-old constructed wetland to treat metal-contaminated leachate emanating from a coal ash pile at the Widows Creek electric utility, Alabama (USA). The two vegetated cells, which were dominated by cattail (Typha latifolia L.) and soft rush (Juncus effusus L.), were very effe...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2001.3051710x

    authors: Ye ZH,Whiting SN,Qian JH,Lytle CM,Lin ZQ,Terry N

    更新日期:2001-09-01 00:00:00

  • Small Reservoirs as a Beneficial Management Practice for Nitrogen Removal.

    abstract::There are few beneficial management practices (BMPs) with demonstrated efficacy in snowmelt-dominated regions. Small reservoirs are a BMP that can help mitigate flooding and reduce sediment transport, while reducing export of dissolved nutrients. To understand controls on nitrate removal and assess how this ecosystem ...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2016.07.0252

    authors: Gooding RM,Baulch HM

    更新日期:2017-01-01 00:00:00

  • Cut-off net acid generation pH in predicting acid-forming potential in mine spoils.

    abstract::Acidification of mine wastes can lead to a series of environmental problems, such as acid drainage, heavy metal mobilization, and ecosystem degradation. Prediction of acid-forming potential is one of the key steps in management of sulfide-bearing mine wastes. In this paper, the acid-forming potential of 180 mine waste...

    journal_title:Journal of environmental quality

    pub_type: 杂志文章

    doi:10.2134/jeq2006.0420

    authors: Liao B,Huang LN,Ye ZH,Lan CY,Shu WS

    更新日期:2007-05-07 00:00:00