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EM-618: Potential outcomes of multi-variable climate change on water resources in the Santa Basin, Peru
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EM Identity and Description
| EM-618 | |
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Document Author
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Van Soesbergen, A. and M. Mulligan |
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Document Year
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2018 |
Variable General Info
Melt runoff (Caraz) ?Comment:Melt water contribution, total stream flow and melt water generated stream flow were analysed at the basin level (Santa outflow) and for two of the largest, most populous, high altitude cities in the basin: Caraz, with a population of circa 13,000 and Huaraz with a population of circa 96,000. |
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Variable ID
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14683 |
| Melt Q | |
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Qualitative-Quantitative
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Quantitative (Cardinal Only) |
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Cardinal-Ordinal
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Cardinal |
| m^3 s^-1 |
Variable Typology
Melt runoff (Caraz) ?Comment:Melt water contribution, total stream flow and melt water generated stream flow were analysed at the basin level (Santa outflow) and for two of the largest, most populous, high altitude cities in the basin: Caraz, with a population of circa 13,000 and Huaraz with a population of circa 96,000. |
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Predictor-Intermediate-Response
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Response |
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Predictor Variable Type
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Not applicable |
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Response Variable Type
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Computed Variable |
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Data Source/Type
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Not applicable |
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Variable Classification Hierarchy
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5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
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--Physical/chemical characteristics of nonliving ecosystem components |
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----Physical/chemical characteristics of water |
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------Water volume or flow over ground surface (i.e., runoff) |
Variable Spatial Characteristics
Melt runoff (Caraz) ?Comment:Melt water contribution, total stream flow and melt water generated stream flow were analysed at the basin level (Santa outflow) and for two of the largest, most populous, high altitude cities in the basin: Caraz, with a population of circa 13,000 and Huaraz with a population of circa 96,000. |
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Spatial Extent Area
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10,000-100,000 km^2 |
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Spatially Distributed?
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No |
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Observations Spatially Patterned?
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Not applicable |
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Spatial Grain Type
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Not applicable |
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Spatial Grain Size
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Not applicable |
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Spatial Density
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Not applicable |
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EnviroAtlas URL
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Variable Temporal Characteristics
Melt runoff (Caraz) ?Comment:Melt water contribution, total stream flow and melt water generated stream flow were analysed at the basin level (Santa outflow) and for two of the largest, most populous, high altitude cities in the basin: Caraz, with a population of circa 13,000 and Huaraz with a population of circa 96,000. |
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Temporal Extent
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2071 |
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Temporally Distributed?
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No |
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Regular Temporal Grain?
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Not applicable |
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Temporal Grain Size Value
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Not applicable |
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Temporal Grain Size Units
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Not applicable |
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Temporal Density
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Not applicable |
Variable Values
Melt runoff (Caraz) ?Comment:Melt water contribution, total stream flow and melt water generated stream flow were analysed at the basin level (Santa outflow) and for two of the largest, most populous, high altitude cities in the basin: Caraz, with a population of circa 13,000 and Huaraz with a population of circa 96,000. |
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| Not reported | |
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Min Value
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Not reported |
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Max Value
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Not reported |
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Other Value Type
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Single Observation or Parameter Value |
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Other Value
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Values vary by run; view runs to see values |
Variable Variability and Sensitivity
Melt runoff (Caraz) ?Comment:Melt water contribution, total stream flow and melt water generated stream flow were analysed at the basin level (Santa outflow) and for two of the largest, most populous, high altitude cities in the basin: Caraz, with a population of circa 13,000 and Huaraz with a population of circa 96,000. |
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Variability Expression Given?
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No |
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Variability Metric
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None |
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Variability Value
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None |
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Variability Units
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None |
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Resampling Used?
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Not applicable |
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Variability Expression Used in Modeling?
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Not applicable |
Variable Operational Validation (Response Variables only)
| Melt runoff (Caraz) | |
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Variable ID
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14683 |
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Validated?
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No |
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Validation Approach (within, between, etc.)
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None |
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Validation Quality (Qual/Quant)
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None |
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Validation Method (Stat/Deviance)
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None |
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Validation Metric
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None |
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Validation Value
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None |
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Validation Units
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None |
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Use of Measured Response Data
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None |