How a hydrologist can use AI, task by task

I work as a hydrologist. Part of my job is to study and document quantities, distribution, disposition, and development of underground and surface waters.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Question: [water quality, flow, source, climate indicator]
Site and data: [location, existing measurements]

Outline likely causes or processes, data and samples to collect, analysis methods, and key literature to check.

I work as a hydrologist. Part of my job is to design and conduct scientific hydrogeological investigations to ensure that accurate and appropriate information is available for use in water resource management decisions.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Question: [water quality, flow, source, climate indicator]
Site and data: [location, existing measurements]

Outline likely causes or processes, data and samples to collect, analysis methods, and key literature to check.

I work as a hydrologist. Part of my job is to study and analyze the physical aspects of the earth in terms of hydrological components, including atmosphere, hydrosphere, and interior structure.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Question: [water quality, flow, source, climate indicator]
Site and data: [location, existing measurements]

Outline likely causes or processes, data and samples to collect, analysis methods, and key literature to check.

I work as a hydrologist. Part of my job is to conduct research and communicate information to promote the conservation and preservation of water resources.

Context: The work draws on physics, geography and chemistry.
Findings: [paste summary]
Audience: [peers, public, policymakers]

Draft a talk outline or summary for the audience. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a hydrologist. Part of my job is to study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Data: [paste meteorological, emissions, monitoring data]
Question: [what to predict or explain]

Analyze trends and give code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a hydrologist. Part of my job is to apply research findings to help minimize the environmental impacts of pollution, waterborne diseases, erosion, and sedimentation.

Context: We use Microsoft Excel; the work draws on physics, geography and chemistry.
Problem: [pollution, soil, climate]
Knowledge area: [agronomy, meteorology, ecology]

Propose evidence-based solutions with references to verify. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a hydrologist. Part of my job is to develop computer models for hydrologic predictions.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
System: [climate, habitat]
Data: [GIS, observations]

Outline a model and code. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a hydrologist. Part of my job is to evaluate research data in terms of its impact on issues such as soil and water conservation, flood control planning, and water supply forecasting.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Initiative: [green space, restoration, conservation project]
What to measure: [biodiversity, water, carbon, use]

Suggest indicators, measurement methods, baseline data to find, and studies of similar initiatives. Give sources I can check and say clearly when you're unsure.

I work as a hydrologist. Part of my job is to develop or modify methods for conducting hydrologic studies.

Context: We use Microsoft Excel; the work draws on physics, geography and chemistry.
Need: [data collection, code development]
Constraints: [equipment, standards]

Propose methods and validation. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a hydrologist. Part of my job is to evaluate data and provide recommendations regarding the feasibility of municipal projects, such as hydroelectric power plants, irrigation systems, flood warning systems, and waste treatment facilities.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Policy or project: [describe]
Evidence: [paste data, costs, outcomes]
Criteria: [effectiveness, cost, equity, feasibility]

Evaluate against each criterion, list trade-offs, and draft a recommendation paragraph. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a hydrologist. Part of my job is to conduct short- and long-term climate assessments and study storm occurrences.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Research question: [phenomenon or relationship]
Data and tools: [datasets, models, instruments]

Outline a study design: variables, data sources, methods, likely confounders and how to handle them. List key papers to read first.

I work as a hydrologist. Part of my job is to answer questions and provide technical assistance and information to contractors or the public regarding issues such as well drilling, code requirements, hydrology, and geology.

Context: We use EarthSoft EQuIS Geology; the work draws on physics, geography and chemistry.
Topic: [results, practice information]
Audience: [public, officials]

Write plain-language answers. Keep answers to 2-3 sentences and flag any that depend on the situation.

I work as a hydrologist. Part of my job is to investigate complaints or conflicts related to the alteration of public waters, gathering information, recommending alternatives, informing participants of progress, and preparing draft orders.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Project: [type, location]
Data to collect: [access, drainage, utilities, population, loads]

Create a site data collection sheet with fields, units and sources for each item. Then tell me which items most affect cost or design.

I work as a hydrologist. Part of my job is to prepare hydrogeologic evaluations of known or suspected hazardous waste sites and land treatment and feedlot facilities.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Site or activity: [describe]
Laws: [relevant regulations]

Make a compliance checklist and violation response steps. Make a table: requirement, met / not met / unclear, and the exact evidence.

I work as a hydrologist. Part of my job is to investigate properties, origins, and activities of glaciers, ice, snow, and permafrost.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Question: [water quality, flow, source, climate indicator]
Site and data: [location, existing measurements]

Outline likely causes or processes, data and samples to collect, analysis methods, and key literature to check.

I work as a hydrologist. Part of my job is to review applications for site plans and permits and recommend approval, denial, modification, or further investigative action.

Context: We use The MathWorks MATLAB and HEC-RAS; the work draws on physics, geography and chemistry.
Document: [permit, plan, grant application]
Criteria: [rules, priorities]

Review against criteria and draft comments. Make a table: requirement, met / not met / unclear, and the exact evidence.