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At a Glance

Key details about this service to help you decide. Generated by Zinn Hub, not the seller.

Method Validation

78 US + 14,406 CN Watersheds
The SRF-SEI framework has been statistically validated across thousands of real-world data points, with significant out-of-sample predictive power (r = -0.405, p = 0.014).

Analysis Approach

Sensitivity Diagnosis, Not Source Partitioning
Unlike traditional hydrology, this service answers how seasonal flow structure will change under warming - a forward-looking climate risk lens.

Data Sources

CNRD, USGS NWIS, NASA POWER
All analysis uses established public scientific databases. Coverage focused on China and the United States; other regions evaluated on request.

Deliverable Format

PDF Report + Time-Series Figures
Full diagnosis includes 5-10 pages, SRF/SEI/snowmelt visualizations, plain-language conclusions, and 7-day post-delivery Q&A support.

What You'll Receive

Formats:
Digital Files
Written Report
Spreadsheet
Delivery Method:
Order Manager
Notes: Each delivery includes: - A complete PDF report (5-10 pages for single watershed; batch table for multi-watershed) - Full time-series figures for SEI, SRF, snowmelt peak, and winter snow depth - A plain-language conclusion with actionable recommendations - Post-delivery Q&A support within 7 days All deliverables are for academic research reference only and are not legally valid hydrological survey documents.

Full Description

## What I Do

I provide rapid climate-warming response diagnosis for mountain watersheds. Using my self-developed SRF-SEI anchoring framework, I identify watershed sensitivity to warming and detect whether a watershed is approaching a state transition ("anchor switch").

Traditional hydrology answers "where does water come from?" (source partitioning). My framework answers a different question: **How will the seasonal flow structure of this watershed change under warming?**

## What You Get

- Watershed anchor type diagnosis (snow anchor / mixed anchor / rain anchor / hidden anchor)
- SRF (Spring Runoff Fraction): fraction of annual runoff occurring during April–June, measuring snow reliance
- SEI (Seasonal Extremization Index): July–September mean flow divided by annual median flow
- Historical SEI trend over the past 30–60 years
- Historical winter snow depth trend over the past 30–40 years
- Snowmelt peak date trend
- Plain-language conclusion and actionable recommendations
- 5–10 page diagnostic report with time-series figures

## Who This Is For

- Consulting firms: rapid batch screening of watersheds for project pre-assessment
- Planning institutes: regional water security preliminary studies
- Research teams: watershed response pattern analysis
- Water resource agencies: internal research reference

## Two Case Studies

**Altai Mountains Western Sub-basin (high sensitivity)**
- SRF = 0.384
- 58-year SEI change: -37.6%
- Snow depth trend: -0.058 cm/year
- Conclusion: triple-consistent signal, rapidly shifting toward rain anchor

**Hutubi River, Tianshan North Slope (low sensitivity)**
- SRF = 0.377
- 58-year SEI change: -6.5%
- Snow depth trend: +0.009 cm/year (essentially stable)
- Conclusion: weak signal, possibly buffered by glacier melt

These two watersheds have almost identical SRF (0.384 vs 0.377), yet their system sensitivities are completely different. Traditional water source partitioning cannot distinguish them. This framework can.

## Method Source

Ou, Q. (2024). Snow-Dependence Modulates Warming-Induced Seasonal Extremization in Mountain Watersheds. EarthArXiv preprint.

The method has been validated across 78 watersheds in the western United States and 14,406 grid points in Chinese mountains. Out-of-sample prediction is significant (r = -0.405, p = 0.014).

## Workflow

1. You provide watershed coordinates (longitude/latitude range) or a USGS station ID
2. I retrieve streamflow, snow depth, and climate data from public databases
3. I calculate SRF, SEI, snowmelt peak date, and winter snow depth
4. I determine the anchor type and sensitivity level
5. I deliver a PDF diagnostic report

## Turnaround

5 business days.

## Important Note

This service is for academic research reference only. It does not constitute a legally valid hydrological survey or water resource assessment. It is not intended for engineering approval, water resource argumentation, or final insurance pricing. All conclusions should be cross-validated with local in-situ observations.

## Why Choose Me

- I am faster than traditional hydrology: I can screen dozens of watersheds in one week and identify the 10% that need detailed study
- I add a new dimension: not "how much snow water is there", but "how will the system behave under warming"
- I do not compete with traditional hydrology: I do pre-screening, they do detailed modeling. We are upstream and downstream.

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Compare Packages

特色Single Watershed Quick DiagnosisSingle Watershed Full DiagnosisBatch Watershed Screening (10+ Watershed
Delivery Time3 days5 days10 days
Revisions13Unlimited
Anchor type diagnosis✓✓✓
SRF value✓✓✕
Historical SEI trend✓✓✕
One-sentence conclusion✓✕✕
2-page PDF report✓✕✕
SRF historical trend (30-60 years)✕✓✕
SEI historical trend (30-60 years)✕✓✕
Winter snow depth trend (30-40 years)✕✓✕
Snowmelt peak date trend✕✓✕
Four time-series figures✕✓✕
5-10 page PDF report✕✓✕
Plain-language conclusion✕✓✕
Actionable recommendations✕✓✕
Anchor type for each watershed✕✕✓
SRF, SEI trend, sensitivity ranking✕✕✓
Priority ranking table✕✕✓
Full diagnostic reports for top 3 watersheds✕✕✓
Excel table + PDF reports✕✕✓

Samples

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Portfolio

Examples of the seller's work related to this Zinn.

SRF-SEI Anchoring Framework for Watershed Climate Response

A self-developed framework for diagnosing mountain watershed sensitivity to climate warming. Validated across 78 watersheds in the western United States and 14,406 grid points in Chinese mountains. Key metrics: - SRF (Spring Runoff Fraction): measures snow reliance - SEI (Seasonal Extremization Index): measures dry-season decline - Anchor type: snow / mixed / rain / hidden Preprint: https://doi.org/10.5281/zenodo.22714393 GitHub: https://github.com/Zsyqdnr

Extra Information

My Workflow

Overview:5-step diagnostic workflow
Step 1:You provide watershed coordinates or a USGS station ID.
Step 2:I retrieve streamflow, snow depth, and climate data from public databases (CNRD, China Snow Depth Dataset, NASA POWER, USGS NWIS).
Step 3:I calculate four indicators: SRF, SEI, snowmelt peak date, winter snow depth.
Step 4:I classify the anchor type (snow / mixed / rain / hidden) and determine sensitivity level.
Step 5:I deliver a PDF report with time-series figures, plain-language conclusions, and actionable recommendations.

Technical Stack

Data Sources:CNRD v1.0, China Snow Depth Dataset, NASA POWER, USGS NWIS
Analysis Environment:Python (h5py, numpy, matplotlib)
Method Reference:Ou, Q. (2024). EarthArXiv preprint. Validated across 78 US watersheds and 14,406 Chinese mountain grid points.

Service Details

Service Type
Standard
Zinner Type
Freelancer
Availability
Weekdays & Weekends
Seller's Country
China
Languages Accepted
All Languages Accepted
English
Mandarin Chinese
NDA available
Yes
Project Sizes Handled
Small To Medium
Response time
Within 24 hours
Years of Experience
1

Frequently Asked Questions

Single Watershed Quick Diagnosis: 3 business days.
Single Watershed Full Diagnosis: 5 business days.
Batch Watershed Screening (10+ watersheds): 10 business days.

Rush delivery (2 days faster) is available as an add-on for $30.

You need to provide:
1. Watershed coordinates (longitude/latitude range) or a USGS station ID.
2. Confirmation that the report will be used for internal research reference only.
3. Preferred delivery format (PDF only, or PDF + Excel).

If you don't have coordinates, just tell me the watershed name and approximate location. I will define the boundary and confirm with you before starting.

No. This report is for academic research reference only. It does not constitute a legally valid hydrological survey or water resource assessment. It cannot be used for administrative approval, engineering project initiation, water resource argumentation, or final insurance pricing.

If you need a legally valid report, please consult a licensed hydrological survey institution.

All data comes from public databases:
- CNRD v1.0 Natural Runoff Dataset (National Tibetan Plateau Data Center)
- China Long-Term Snow Depth Dataset
- NASA POWER
- USGS National Water Information System

The data is model-simulated or reanalysis-based gridded data, not in-situ observations. This is appropriate for pre-screening and sensitivity ranking, but should be cross-validated with local observations for final decisions.

If you are not satisfied with the delivered report, please contact me within 7 days. I will revise the report based on your feedback at no extra cost.

If the issue is about data interpretation or methodology, I will explain my reasoning and provide additional context.

Refunds are considered on a case-by-case basis. Since this is a custom data analysis service, refunds are not guaranteed once the report is delivered.

My current data coverage focuses on China (via CNRD and China Snow Depth datasets) and the United States (via USGS NWIS).

For watersheds in other regions, I can use NASA POWER climate data, but I would need to discuss the availability of streamflow and snow depth data first.

Please message me with your watershed location before ordering, and I will confirm whether I can deliver a meaningful diagnosis.

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