How a conservation scientist can use AI, task by task

I work as a conservation scientist. Part of my job is to apply principles of specialized fields of science, such as agronomy, soil science, forestry, or agriculture, to achieve conservation objectives.

Context: We use Microsoft Excel and U.S. Department of Agriculture USDA WinSRM; the work draws on biology, 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 conservation scientist. Part of my job is to advise land users, such as farmers or ranchers, on plans, problems, or alternative conservation solutions.

Context: The work draws on biology, geography and chemistry.
Issue: [soil, reclamation]
Audience: [farmers, regulators]

Explain recommendations. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a conservation scientist. Part of my job is to plan soil management or conservation practices, such as crop rotation, reforestation, permanent vegetation, contour plowing, or terracing, to maintain soil or conserve water.

Context: We use Microsoft Excel and USDA Forest Vegetation Simulator FVS; the work draws on biology, geography and chemistry.
Site: [habitat, soil, wetland]
Problems and goals: [degradation, target condition]

Draft a restoration plan with actions, timeline, species or treatments, monitoring and costs. 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 conservation scientist. Part of my job is to implement soil or water management techniques, such as nutrient management, erosion control, buffers, or filter strips, in accordance with conservation plans.

Context: We use Microsoft Excel and Salix Applied Earthcare Erosion Draw; the work draws on biology, geography and chemistry.
Resource: [forest, soil, water, wildlife]
Goals and constraints: [yield, conservation, budget]

Draft a management plan with practices, schedule and monitoring. 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 conservation scientist. Part of my job is to compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals.

Context: We use Adobe Acrobat and Microsoft Word.
Product or source: [describe]
Requirements: [performance, standards]

Draft design criteria with rationale and test methods. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

I work as a conservation scientist. Part of my job is to monitor projects during or after construction to ensure projects conform to design specifications.

Context: We use Clover Technology GALENA and Datasurge GEOPRO; the work draws on biology, geography and chemistry.
Project or process: [describe]
Standards: [design specs, environmental standards]
Evidence: [test data, observations]

Make a conformance table: requirement, evidence, conforms or not, and next step. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a conservation scientist. Part of my job is to participate on work teams to plan, develop, or implement programs or policies for improving environmental habitats, wetlands, or groundwater or soil resources.

Context: We use Microsoft Excel and Water resources databases; the work draws on biology, geography and chemistry.
Site: [habitat, soil, wetland]
Problems and goals: [degradation, target condition]

Draft a restoration plan with actions, timeline, species or treatments, monitoring and costs. 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 conservation scientist. Part of my job is to respond to complaints or questions on wetland jurisdiction, providing information or clarification.

Context: We use Water Soil and Hydro-Environmental Decision Support System WATERSHEDSS; the work draws on biology, geography and chemistry.
Issue: [hazard, wildlife, conservation]
Audience: [public, property owners]

Draft clear public information and FAQs. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a conservation scientist. Part of my job is to analyze results of investigations to determine measures needed to maintain or restore proper soil management.

Context: We use Clover Technology GALENA and Datasurge GEOPRO; the work draws on biology, geography and chemistry.
Practice: [composting, cover crops, new variety]
Goal: [yield, soil health, inputs]

Outline evidence so far, an experiment design, indicators, and references. Give sources I can check and say clearly when you're unsure.

I work as a conservation scientist. Part of my job is to compute cost estimates of different conservation practices, based on needs of land users, maintenance requirements, or life expectancy of practices.

Context: We use Clover Technology GALENA and Datasurge GEOPRO; the work draws on biology, geography and chemistry.
Project: [describe]
Cost items: [paste]

Estimate costs, savings and payback with formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a conservation scientist. Part of my job is to provide information, knowledge, expertise, or training to government agencies at all levels to solve water or soil management problems or to assure coordination of resource protection activities.

Context: We use Water resources databases and Water Soil and Hydro-Environmental Decision Support System WATERSHEDSS; the work draws on biology, geography and chemistry.
Issue: [wildlife, management systems]
Audience: [agencies, landowners]

Explain recommendations and their basis. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a conservation scientist. Part of my job is to develop, conduct, or participate in surveys, studies, or investigations of various land uses to inform corrective action plans.

Context: We use Microsoft Excel and Water Soil and Hydro-Environmental Decision Support System WATERSHEDSS; the work draws on biology, geography and chemistry.
Site and question: [describe]
Methods: [surveys, sampling]

Draft the study plan. 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 conservation scientist. Part of my job is to review proposed wetland restoration easements or provide technical recommendations.

Context: We use Water Soil and Hydro-Environmental Decision Support System WATERSHEDSS and Adobe Acrobat; the work draws on biology, geography and chemistry.
Proposal: [paste or describe]
Criteria: [technical, ecological, legal]

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

I work as a conservation scientist. Part of my job is to identify or recommend integrated weed and pest management (IPM) strategies, such as resistant plants, cultural or behavioral controls, soil amendments, insects, natural enemies, barriers, or pesticides.

Context: The work draws on biology, geography and chemistry.
Issue: [soil, reclamation]
Audience: [farmers, regulators]

Explain recommendations. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a conservation scientist. Part of my job is to review or approve amendments to comprehensive local water plans or conservation district plans.

Context: We use Water Soil and Hydro-Environmental Decision Support System WATERSHEDSS and Adobe Acrobat; the work draws on biology, geography and chemistry.
Proposal: [paste or describe]
Criteria: [technical, ecological, legal]

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

I work as a conservation scientist. Part of my job is to develop soil maps.

Context: We use Autodesk Maya and Autodesk AutoCAD; the work draws on biology, geography and chemistry.
Site: [land, aerial area]
Purpose: [development, mapping]

Outline map layers, features and specs. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a conservation scientist. Part of my job is to review grant applications or make funding recommendations.

Context: We use Water Soil and Hydro-Environmental Decision Support System WATERSHEDSS and Adobe Acrobat; the work draws on biology, 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.

I work as a conservation scientist. Part of my job is to develop or conduct environmental studies, such as plant material field trials or wildlife habitat impact studies.

Context: We use Microsoft Excel and Water Soil and Hydro-Environmental Decision Support System WATERSHEDSS; the work draws on biology, geography and chemistry.
Site and question: [describe]
Methods: [surveys, sampling]

Draft the study plan. 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 conservation scientist. Part of my job is to develop water conservation or harvest plans, using weather information systems, irrigation information management systems, or other sources of daily evapotranspiration (ET) data.

Context: We use Microsoft Excel and Water resources databases; the work draws on biology, geography and chemistry.
Site: [habitat, soil, wetland]
Problems and goals: [degradation, target condition]

Draft a restoration plan with actions, timeline, species or treatments, monitoring and costs. 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 conservation scientist. Part of my job is to initiate, schedule, or conduct annual audits or compliance checks of program implementation by local government.

Context: We use Water Soil and Hydro-Environmental Decision Support System WATERSHEDSS and Adobe Acrobat; the work draws on biology, 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 conservation scientist. Part of my job is to review annual reports of counties, conservation districts, or watershed management organizations, certifying compliance with mandated reporting requirements.

Context: We use Water Soil and Hydro-Environmental Decision Support System WATERSHEDSS and Adobe Acrobat; the work draws on biology, 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.