Data Package Metadata   View Summary

Ecohydrological monitoring of urban ecological infrastructure at the Arizona State University Tempe Campus (Tempe, Arizona)

General Information
Data Package:
Local Identifier:knb-lter-cap.664.1
Title:Ecohydrological monitoring of urban ecological infrastructure at the Arizona State University Tempe Campus (Tempe, Arizona)
Alternate Identifier:DOI PLACE HOLDER
Abstract:

Urban Ecological Infrastructure (UEI) are urban ecological structures whose ecological functions are increasingly being used to deliver key urban services and address urban sustainability challenges. The growing use of UEI to address urban sustainability challenges can bring together teams of urban researchers and practitioners to co-produce UEI design, monitoring and maintenance. However, this co-production process received little attention in the literature, and has not been studied in the Phoenix Metro Area.

This study examined several components of a co-produced design process and related project outcomes associated with a small-scale UEI project – bioretention basins installed at the Arizona State University (ASU) Orange Mall and Student Pavilion in Tempe, AZ. We explored the design process associated with the collaborative development of an ecohydrological monitoring protocol for assessment of post-construction performance of this UEI system. This co-production process involved both CAP LTER researchers and practitioners, designers, and managers at ASU and associated third-party consultants involved in site design and management. Together, these researchers and practitioners co-produced a suite of ecohydrological metrics to monitor the performance of the bioretention basins at Orange Mall. Specifically, this protocol evaluated the performance of the UEI system with regards to two of it’s key design goals: storm water capture and storm water quality improvement. The ecohydrological data produced by the implementation of this monitoring protocol are presented here. Monitoring equipment were installed throughout the site in June and July 2018. Site monitoring and data collection began in August 2018, and continued through Feb 2019.

Publication Date:2019-05-08

Time Period
Begin:
2018-08-01
End:
2019-02-01

People and Organizations
Contact:Data Manager (Julie Ann Wrigley Global Institute of Sustainability, Arizona State University) [  email ]
Creator:Sanchez, Christopher (Arizona State University)

Data Entities
Data Table Name:
664_om_soilmoisture_field_05458cb3a09e0e32912587481c7a3388.csv
Description:
field data from HOBO soil moisture sensors installed in bioretention basins at Orange Mall on the Tempe campus of Arizona State University
Data Table Name:
664_om_storm_index_d55dea97b67cd74f64cf7bc1606a0e1b.csv
Description:
description and index of all storm
Data Table Name:
664_om_transpiration_87ef8e472a83510d4a261b82bc4a7337.csv
Description:
leaf-level transpiration field data captured by LI-6400XT IRGA from vegetation planted at the ASU Orange Mall
Data Table Name:
664_om_waterquality_field_76971d5196795ec33bd366bdcb112bdf.csv
Description:
water-quality field data from flooding events captured by ISCO autosampler units installed in bioretention basins at Orange Mall on the Tempe campus of Arizona State University
Data Table Name:
664_om_waterstage_19adb3680c502344ac7d7061f122a385.csv
Description:
field data from HOBO water depth sensors installed in bioretention basins at Orange Mall on the Tempe campus of Arizona State University (see study_schematic in this dataset for specific location of depth sensors)
Other Name:
664_site_map_5fb7b8d53d48010eab1a2e73db7f1941.png
Description:
schematic of study bioretention basins at Orange Mall on the Tempe campus of Arizona State University
Other Name:
664_study_design_schematic_172104b5be7b33ee33e7075af58e9ea6.png
Description:
schematic of study bioretention basins and measurement/equipment locations at Orange Mall on the Tempe campus of Arizona State University
Detailed Metadata

Data Entities


Data Table

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Name:664_om_soilmoisture_field_05458cb3a09e0e32912587481c7a3388.csv
Description:field data from HOBO soil moisture sensors installed in bioretention basins at Orange Mall on the Tempe campus of Arizona State University
Number of Records:244739
Number of Columns:4

Table Structure
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probe1  
probe2  
probe3  
Definition:date and time of observationsoil moisture content for probe 1 (%)soil moisture content for probe 2 (%)soil moisture content for probe 3 (%)
Storage Type:string  
float  
float  
float  
Measurement Type:nominalratioratioratio
Measurement Values Domain:
Definitiondate and time of observation
Unitdimensionless
Typereal
Min0.2371 
Max0.4222 
Unitdimensionless
Typereal
Min-0.258 
Max0.438 
Unitdimensionless
Typereal
Min0.2635 
Max0.4332 
Missing Value Code:  
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CodeNA
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Data Table

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Name:664_om_storm_index_d55dea97b67cd74f64cf7bc1606a0e1b.csv
Description:description and index of all storm
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Number of Columns:5

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Table Column Descriptions
 
Column Name:storm_id  
date  
total_precip_mm  
duration_h  
intensity_mm_h  
Definition:storm event iddate of observationtotal storm precipitationstorm durationstorm precipitation intensity
Storage Type:string  
date  
float  
float  
float  
Measurement Type:nominaldateTimeratioratioratio
Measurement Values Domain:
Definitionstorm event id
FormatYYYY-MM-DD
Precision
Unitmillimeter
Typereal
Min
Max18.79 
UnitnominalHour
Typenatural
Min
Max
UnitmillimeterPerHour
Typereal
Min0.76 
Max2.9 
Missing Value Code:          
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Data Table

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Name:664_om_transpiration_87ef8e472a83510d4a261b82bc4a7337.csv
Description:leaf-level transpiration field data captured by LI-6400XT IRGA from vegetation planted at the ASU Orange Mall
Number of Records:79
Number of Columns:4

Table Structure
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Table Column Descriptions
 
Column Name:date  
species  
storm  
transpiration  
Definition:date of observationthree to five letter vegetation genus and species codeindicates whether samples were taken before or after storm eventleaf-level transpiration rate
Storage Type:date  
string  
string  
float  
Measurement Type:dateTimenominalnominalratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Codedwhe
DefinitionDasylirion wheeleri
Source
Code Definition
Codeeb
DefinitionEuphorbia bracteata
Source
Code Definition
Codefwa
DefinitionFraxinus ‘Fan-West’ hybrid
Source
Code Definition
Codepbrac
DefinitionPedilanthus bracteatus
Source
Code Definition
Coderbri
DefinitionRuellia brittoniani
Source
Code Definition
Codeschi
DefinitionSimmonsdsia chinensis ‘vista’
Source
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Codeafter
Definitionmeasurement after storm
Source
Code Definition
Codebefore
Definitionmeasurement before storm
Source
UnitmicromolesPerMeterSquaredPerSecond
Typereal
Min0.0722 
Max22.8981 
Missing Value Code:        
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Accuracy Assessment:        
Coverage:        
Methods:        

Data Table

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Name:664_om_waterquality_field_76971d5196795ec33bd366bdcb112bdf.csv
Description:water-quality field data from flooding events captured by ISCO autosampler units installed in bioretention basins at Orange Mall on the Tempe campus of Arizona State University
Number of Records:127
Number of Columns:12

Table Structure
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Table Column Descriptions
 
Column Name:storm_id  
datetime  
sample_id  
sample_seq  
timestep  
isco  
tn_mgL  
tp_mgL  
no2_mgL  
no3_mgL  
nh4_mgL  
notes  
Definition:storm event iddate and time of observationidentification number of sample for analysisposition of sample bottle relative to the entire ISCO bottle tray (1-24)number of minutes since program activationlocation of isco unit in the east or west basin systemTotal nitrogen concentrationTotal phosphorus concentrationNitrite (NO2) concentrationNitrate (NO3) concentrationAmmonium (NH4) concentrationnotes related to sample
Storage Type:string  
date  
string  
string  
float  
string  
float  
float  
float  
float  
float  
string  
Measurement Type:nominaldateTimenominalnominalrationominalratioratioratioratiorationominal
Measurement Values Domain:
Definitionstorm event id
FormatYYYY-MM-DD hh:mm
Precision
Definitionidentification number of sample for analysis
Definitionposition of sample bottle relative to the entire ISCO bottle tray (1-24)
UnitnominalMinute
Typewhole
Min
Max150 
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Codeeast_inflow
DefinitionISCO at inflow of east basin
Source
Code Definition
Codeeast_mid
DefinitionISCO at approximate mid-point of east basin
Source
Code Definition
Codeeast_outflow
DefinitionISCO at outflow of east basin
Source
Code Definition
Codewest_inflow
DefinitionISCO at inflow of west basin
Source
Code Definition
Codewest_outflow
DefinitionISCO at outflow of west basin
Source
UnitmilligramsPerLiter
Typereal
Min0.346 
Max5.378 
UnitmilligramsPerLiter
Typereal
Min0.059 
Max0.97 
UnitmilligramsPerLiter
Typereal
Min-0.018 
Max0.254 
UnitmilligramsPerLiter
Typereal
Min0.02 
Max4.09 
UnitmilligramsPerLiter
Typereal
Min0.004 
Max1.03 
Definitionnotes related to sample
Missing Value Code:  
CodeNA
Explmissing value
       
CodeNA
Explmissing value
CodeNA
Explmissing value
CodeNA
Explmissing value
CodeNA
Explmissing value
CodeNA
Explmissing value
CodeNA
Explmissing value
Accuracy Report:                        
Accuracy Assessment:                        
Coverage:                        
Methods:                        

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-cap/664/1/cf081f3029b719835900a8cca88305df
Name:664_om_waterstage_19adb3680c502344ac7d7061f122a385.csv
Description:field data from HOBO water depth sensors installed in bioretention basins at Orange Mall on the Tempe campus of Arizona State University (see study_schematic in this dataset for specific location of depth sensors)
Number of Records:52946
Number of Columns:10

Table Structure
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Table Column Descriptions
 
Column Name:datetime  
wl1_abspres_kPa  
wl1_temp_C  
wl1_stage_m  
wl2_abspres_kPa  
wl2_temp_C  
wl2_stage_m  
wl3_abspres_kPa  
wl3_temp_C  
wl3_stage_m  
Definition:date and time of observationWater level sensor 1 (WL1) absolute pressureWater level sensor 1 (WL1) temperatureWater level sensor 1 (WL1) water stageWater level sensor 2 (WL2) absolute pressureWater level sensor 2 (WL2) temperatureWater level sensor 2 (WL2) water stageWater level sensor 3 (WL3) absolute pressureWater level sensor 3 (WL3) temperatureWater level sensor 3 (WL3) water stage
Storage Type:date  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD hh:mm
Precision
Unitkilopascal
Typereal
Min95.927 
Max100.917 
Unitcelsius
Typereal
Min8.182 
Max45.201 
Unitmeter
Typereal
Min-0.144 
Max0.472 
Unitkilopascal
Typereal
Min95.968 
Max101.1 
Unitcelsius
Typereal
Min7.682 
Max47.368 
Unitmeter
Typereal
Min-0.138 
Max0.486 
Unitkilopascal
Typereal
Min95.939 
Max100.33 
Unitcelsius
Typereal
Min7.28 
Max36.511 
Unitmeter
Typereal
Min-0.139 
Max0.407 
Missing Value Code:  
CodeNA
Explmissing value
CodeNA
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CodeNA
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CodeNA
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Accuracy Report:                    
Accuracy Assessment:                    
Coverage:                    
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Non-Categorized Data Resource

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Description:schematic of study bioretention basins at Orange Mall on the Tempe campus of Arizona State University
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Non-Categorized Data Resource

Name:664_study_design_schematic_172104b5be7b33ee33e7075af58e9ea6.png
Entity Type:png
Description:schematic of study bioretention basins and measurement/equipment locations at Orange Mall on the Tempe campus of Arizona State University
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Data Package Usage Rights

Copyright Board of Regents, Arizona State University. This information is released to the public and may be used for academic, educational, or commercial purposes subject to the following restrictions. While the CAP LTER will make every effort possible to control and document the quality of the data it publishes, the data are made available 'as is'. The CAP LTER cannot assume responsibility for damages resulting from mis-use or mis-interpretation of datasets, or from errors or omissions that may exist in the data. It is considered a matter of professional ethics to acknowledge the work of other scientists that has resulted in data used in subsequent research. The CAP LTER expects that any use of data from this server will be accompanied with the appropriate citations and acknowledgments. The CAP LTER encourages users to contact the original investigator responsible for the data that they are accessing. Where appropriate, researchers whose projects are integrally dependent on CAP LTER data are encouraged to consider collaboration and/or co-authorship with original investigators. The CAP LTER requests that users submit to the Julie Ann Wrigley Global Institute of Sustainability at Arizona State University reference to any publication(s) resulting from the use of data obtained from this site.

Keywords

By Thesaurus:
LTER controlled vocabularyurban, storms, rain, precipitation, dissolved organic carbon, dissolved organic nitrogen, dissolved inorganic nitrogen, nitrogen, flux, transpiration, soil moisture, phosphorus, watersheds
LTER core areasurban design, water and fluxes, movement of inorganic matter, disturbance patterns
Creator Defined Keyword Setevapotranspiration, infrastructure, stormwater, urban ecological infrastructure, retention basin
CAPLTER Keyword Set Listcap lter, cap, caplter, central arizona phoenix long term ecological research, arizona, az, arid land

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

Methods and protocols used in the collection of this data package
Description:

Site Overview

The redeveloped ASU Orange Mall is comprised of concrete and pavers interspersed with stand-alone vegetation and planted bioretention basins. The development introduced 525 m2 of bioretention basin and ground cover, an approximate 12% increase in the overall amount of permeable surfaces across the site. The site contains a total of 7 basins, which are divided into two primary (east and west) basin systems.

The western half of the site contains 3 smaller basins – numbered west basin 1 through 3 (WB1-WB3), which are 90, 40, and 15 m2 in size, respectively (total = 145m2). The eastern half of the site contains 4 larger basins – labeled east basins 1 through 4 (EB1-EB4), which are 165, 110, 20, and 85 m2 in size, respectively (total = 380m2). Basins in each of the two subsystems are connected to each other by a series of shallow runnels that channel water between the individual basins with each system. An elevation gradient directs flow from both the east and west basin systems to converge at a final central collection box, where all stormwater combines and flows south via a concrete pipe to an off-site below-ground cistern. A variety of desert adapted native vegetation species (n = 11) were planted across all of the Orange Mall basins. Roughly 80% of the population is comprised of individuals from 5 species: Fan West Ash (Fraxinus Fan-West hybrid), Tall Slipper Plant (Pedilanthus bracteatus), Desert Spoon (Dasylirion wheeleri), Mexican Petunia (Ruellia brittoniani), and Compact Jojoba (Simmonsdsia chinensis vista).

Surface inflows to the basins are varied and dispersed. EB1 and EB2 both receive significant point-source inputs at their eastern terminus from curb cuts that drain surface flow from the remainder of Orange Street, while WB1 receives significant inputs from Student Pavilion roof drainage and asphalt roads to the north. However, the basins also receive inflow from surface runoff flowing off all of the concrete surfaces that surround them, making an accurate estimate of total inflow volumes or rates difficult and therefore not included here. Monitoring equipment were positioned to provide insights into the general hydrological dynamics of the site. These include characterizing water flow through the system and changes in water quality as water flows through each of the two systems of basins.

Water Quality

We used five ISCO® 6712 automated pump samplers to collect up to 9 discrete stormwater samples per sampler during storm events between August 2018 and March 2019. We installed ISCO samplers at the inflow and outflow of the western half of the site, and at the inflow, mid-point, and outflow of the eastern half of the site (n = 5). ISCO intake sampling lines were installed in the curb cuts or runnels providing inflow or outflow to the basins so that only flow between basins would be sampled, as opposed to standing water in the center of a basin. ISCO® 720 bubbler modules were installed and used to measure water stage and trigger sample collection based on water stage; bubbler lines were installed parallel to the ISCO® 6712 sampling lines. The samplers were programmed to draw samples at a water stage of 3.13cm or greater - the minimum depth required to inundate the strainer at the end of the sample line. The samplers were also programmed to sample at non-uniform fixed time intervals, with sampling occurring more frequently during the beginning of storms when water quality was expected to change most rapidly (i.e., first-flush effect; Lee et al. 2002). These fixed time sampling intervals were set to 0, 5, 10, 15, 30, 45, 60, 90, and 120 minutes following sampling program activation.

Stormwater samples were collected from the Orange Mall ISCOs within 12 hours of each event and transported to the ASU Wetland Ecosystem Ecology Lab for processing. Subsamples for dissolved organic carbon (DOC) and anion analysis were filtered through ashed Whatman GF/F® 47mm filters, and DOC samples were HCl acidified to pH = 2. Samples were then transported to the ASU Goldwater Environmental Lab for analysis. DOC samples were analyzed within 7 days on a Shimadzu TOC- VC/TN analyzer (detection limit 0.04 mg DOC/L and 0.004 mg TN/L). Unfiltered sub-samples were collected for total nitrogen (TN) and total phosphorus (TP). Nitrate (NO3-), nitrite (NO2-) and ammonium (NH4+) samples were centrifuged to remove particulates and along with TN and TP analyzed on a Lachat Quick Chem 8000 Flow Injection Analyzer (detection limit 0.85 µg NO3-N/L and 3.01 µg NH4-N/L). TN, TP, NO3-, NO2- and NH4 samples were kept frozen after processing until analysis. All methods for stormwater collection and analysis were based on standard CAP LTER stormwater research to provide cross-site comparability.

Water Quantity

To determine effluent discharge volumes from the basins, 90-degree v-notch weirs were constructed and installed at the outflow discharge points of the east and west basin systems (see figures included with this data set for location details). ONSET HOBO U20L water-level probes were installed 10 cm upstream from the weirs inside the discharge pipe/channel to measure water stage. I used the US Bureau of Reclamation (2001) Cone equation for v-notched weirs was to calculate discharge rates at the weirs using these water level measurements:

Q = 2.49h12.48

where Q represents the flow rate in m3/s, and h1 represents the hydraulic head on the weir. Hydraulic head was derived by subtracting the total distance from the bottom of the channel to the bottom of the weir v-notch from the observed water stage. The resulting value represented the hydrological head of water overtopping the weir.

Soil Moisture

We measured continuous soil moisture content to characterize the water retention capacity of soil amendments used in the basins. Soil moisture data were collected in EB1 and EB2 using a series of ONSET HOBO 10HS Soil Moisture Probes connected to an ONSET USB Microstation datalogger, capturing continuous soil moisture data at a 5 minute resolution. Soil moisture readings were averaged across all sensors, as basin soil amendments were identical. ONSET HOBOWare (version 3.7.15, ONSET, Bourne, MA) was used to download data from all ONSET probes and loggers and transform raw data into the appropriate units.

Transpiration

Orange Mall managers were also interested in understanding comparative transpiration rates for the various species of vegetation planted in the basins, given the important implications this has for stormwater and microclimate management. Leaf-specific transpiration rates were measured for the 5 dominant macrophyte species planted throughout the system using a LICOR LI-6400 handheld infrared gas analyzer (IRGA). Measurements were made on individual leaves or leaflets of Pedilanthus bracteatus, Dasylirion wheeleri, Ruellia brittoniani, and Simmonsdsia chinensis vista plants. Gas flux data were collected continuously in 2-3 hour sampling sessions on a random selection of individuals from each species across all basins. For each individual, a spread of 3 leaves representing the entire height and width of the canopy were chosen and sampled using the IRGA. Several evening transpiration sampling sessions confirmed night-time transpiration to be negligible for all species (evening data not reported here).

People and Organizations

Publishers:
Organization:Arizona State University, Julie Ann Wrigley Global Institute of Sustainability
Address:
PO Box 875402,
Tempe, AZ 85287 USA
Creators:
Individual: Christopher Sanchez
Organization:Arizona State University
Email Address:
casanch9@asu.edu
Contacts:
Organization:Julie Ann Wrigley Global Institute of Sustainability, Arizona State University
Position:Data Manager
Address:
PO Box 875402,
Tempe, AZ 85287 USA
Email Address:
caplter.data@asu.edu
Metadata Providers:
Individual: Christopher Sanchez
Organization:Arizona State University
Email Address:
casanch9@asu.edu

Temporal, Geographic and Taxonomic Coverage

Temporal, Geographic and/or Taxonomic information that applies to all data in this dataset:

Time Period
Begin:
2018-08-01
End:
2019-02-01
Geographic Region:
Description:CAP LTER study area
Bounding Coordinates:
Northern:  34.01Southern:  32.91
Western:  -113.34Eastern:  -111.59
Taxonomic Range:
Classification:
Classification:
Rank Name:kingdom
Rank Value:Plantae
Classification:
Rank Name:subkingdom
Rank Value:Viridiplantae
Classification:
Rank Name:infrakingdom
Rank Value:Streptophyta
Classification:
Rank Name:superdivision
Rank Value:Embryophyta
Classification:
Rank Name:division
Rank Value:Tracheophyta
Classification:
Rank Name:subdivision
Rank Value:Spermatophytina
Classification:
Rank Name:class
Rank Value:Magnoliopsida
Classification:
Rank Name:superorder
Rank Value:Lilianae
Classification:
Rank Name:order
Rank Value:Asparagales
Classification:
Rank Name:family
Rank Value:Asparagaceae
Classification:
Rank Name:genus
Rank Value:Dasylirion
Classification:
Rank Name:species
Rank Value:Dasylirion wheeleri
Classification:
Classification:
Rank Name:kingdom
Rank Value:Plantae
Classification:
Rank Name:subkingdom
Rank Value:Viridiplantae
Classification:
Rank Name:infrakingdom
Rank Value:Streptophyta
Classification:
Rank Name:superdivision
Rank Value:Embryophyta
Classification:
Rank Name:division
Rank Value:Tracheophyta
Classification:
Rank Name:subdivision
Rank Value:Spermatophytina
Classification:
Rank Name:class
Rank Value:Magnoliopsida
Classification:
Rank Name:superorder
Rank Value:Rosanae
Classification:
Rank Name:order
Rank Value:Malpighiales
Classification:
Rank Name:family
Rank Value:Euphorbiaceae
Classification:
Rank Name:genus
Rank Value:Euphorbia
Classification:
Rank Name:species
Rank Value:Euphorbia bracteata
Classification:
Classification:
Rank Name:kingdom
Rank Value:Plantae
Classification:
Rank Name:subkingdom
Rank Value:Viridiplantae
Classification:
Rank Name:infrakingdom
Rank Value:Streptophyta
Classification:
Rank Name:superdivision
Rank Value:Embryophyta
Classification:
Rank Name:division
Rank Value:Tracheophyta
Classification:
Rank Name:subdivision
Rank Value:Spermatophytina
Classification:
Rank Name:class
Rank Value:Magnoliopsida
Classification:
Rank Name:superorder
Rank Value:Asteranae
Classification:
Rank Name:order
Rank Value:Lamiales
Classification:
Rank Name:family
Rank Value:Oleaceae
Classification:
Rank Name:genus
Rank Value:Fraxinus
Classification:
Classification:
Rank Name:species
Rank Value:Pedilanthus bracteatus
Classification:
Classification:
Rank Name:species
Rank Value:Ruellia brittoniana
Classification:
Classification:
Rank Name:kingdom
Rank Value:Plantae
Classification:
Rank Name:subkingdom
Rank Value:Viridiplantae
Classification:
Rank Name:infrakingdom
Rank Value:Streptophyta
Classification:
Rank Name:superdivision
Rank Value:Embryophyta
Classification:
Rank Name:division
Rank Value:Tracheophyta
Classification:
Rank Name:subdivision
Rank Value:Spermatophytina
Classification:
Rank Name:class
Rank Value:Magnoliopsida
Classification:
Rank Name:superorder
Rank Value:Caryophyllanae
Classification:
Rank Name:order
Rank Value:Caryophyllales
Classification:
Rank Name:family
Rank Value:Simmondsiaceae
Classification:
Rank Name:genus
Rank Value:Simmondsia
Classification:
Rank Name:species
Rank Value:Simmondsia chinensis

Project

Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n    '
        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'unitList'
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'millimeterPerHour'
        |     |     |     |  \___attribute 'multiplierToSI' = '2.77778e-07'
        |     |     |     |  \___attribute 'name' = 'millimeterPerHour'
        |     |     |     |  \___attribute 'parentSI' = 'meterPerSecond'
        |     |     |     |  \___attribute 'unitType' = 'speed'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'describing intensity of rainfall in units of millimeters per hour'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'micromolesPerMeterSquaredPerSecond'
        |     |     |     |  \___attribute 'multiplierToSI' = '1000000'
        |     |     |     |  \___attribute 'name' = 'micromolesPerMeterSquaredPerSecond'
        |     |     |     |  \___attribute 'parentSI' = 'molesPerMeterSquaredPerSecond'
        |     |     |     |  \___attribute 'unitType' = 'arealAmountOfSubstanceConcentrationRate'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n      '
        |     |___text '\n    '
        |___text '\n  '

EDI is a collaboration between the University of New Mexico and the University of Wisconsin – Madison, Center for Limnology:

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