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GCRI · Biodiversity Nexus

ارزیابی اثر برای حفاظت

Conservation and restoration spend public and private money on the expectation that interventions work. Causal inference tests that expectation, estimating what protected areas, payments, restoration and policy changes achieved compared with what would have happened without them. Without that comparison, background trends are easily mistaken for success.

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Impact evaluation for conservation on the record.

Method recordSTEM method
  1. روشاستنباط علّی و ارزیابی اثر
  3. Applied in⁨Biodiversity Nexus⁩
  4. داده4 inputs
  6. Canonical pageSTEM Commons
02Application

What causal inference and impact evaluation does here.

Causal inference and impact evaluation develop methods to determine whether and how interventions or exposures cause outcomes. They separate genuine effects from correlation. In biodiversity and nature, climate and hazards and oceans and coasts, causal inference shows which کاهش ریسک measures actually work. It supports allocating resources toward interventions with demonstrated effect across connected risks. The canonical description is on STEM Commons.

Protected area effectiveness

Protected sites are matched to unprotected sites with similar slope, remoteness and pressure, and differences in forest loss or species trends are estimated with sensitivity to hidden bias.

Restoration and payment programme evaluation

Difference-in-differences and synthetic control designs compare enrolled land with comparable land outside a programme, before and after it starts.

Policy and supply-chain commitments

Staggered adoption of moratoria, regulations or zero-deforestation commitments is used to estimate effects on clearing and on displacement of clearing to other areas.

03روش‌ها و شواهد

How impact evaluation for conservation is modelled, measured and tested.

مدل، مفروضات، داده‌ها و عدم قطعیت آن، به شکلی که دانشمند یا مهندس بررسی می‌کند. ساختارها از روش‌های منتشرشده پیروی می‌کنند. مقادیر ترسیم‌شده تبیینی‌اند، نه یافته.

زنجیرهٔ زمین‌دیده‌وری

How a satellite or sensor record becomes evidence on impact evaluation for conservation, and where each step adds uncertainty.

  1. 01 · اکتسابمدار، حسگر و بازدید مجددعدم قطعیت: شکاف‌های ناشی از ابر و مدار
  2. 02 · واسنجیرادیومتریک و هندسیعدم قطعیت: رانش حسگر
  3. 03 · اصلاحجو و زمین‌ریختعدم قطعیت: مفروضات ذرات معلق و شیب
  4. 04 · بازیابی یا رده‌بندیمتغیر یا طبقهعدم قطعیت: خطای مدل و آموزش
  5. 05 · اعتبارسنجیدر برابر واقعیت زمینیعدم قطعیت: طرح و اندازهٔ نمونه
  6. 06 · انتشاربا نوار خطا و تبارنامهعدم قطعیت: اعلام‌شده، نه پنهان
زنجیرهٔ پردازش به معنای داده‌های آمادهٔ تحلیل CEOS؛ هر گام پیش از ترسیم یک رقم، عدم قطعیت آن را ثبت می‌کند. ساختاری عام، نه نتایج.
اصول راهنمای FAIR · GO FAIR و FORCE11W3C PROV · کنسرسیوم وب جهانیGuidance on consistent treatment of uncertainties · IPCCCEOS Analysis Ready Data · Committee on Earth Observation Satellites
04داده

What the method consumes.

Datasets and records used by causal inference and impact evaluation on this platform, with the role each plays and the label its values carry. Sources are listed in the source register.

دادهنقشبرچسب
Global Forest Change and national land-cover seriesOutcome measuresمشاهده‌شده
Protected Planet boundaries and designation datesTreatment timing and extentDECLARED
Programme enrolment recordsTreatment assignmentگزارش‌شده
Terrain, access and land-use covariatesMatching and adjustmentبرآوردشده
05فرایند

نحوهٔ اجرای فرایند.

Process explorer · Process

Impact evaluation for conservation: PRISMA 2020 review reporting

10 steps4 مرحله

فرایند

Impact evaluation for conservation: PRISMA 2020 review reporting

PRISMA 2020 is a reporting guideline for systematic reviews; the steps follow its checklist, not a mandated sequence, and no Nexus document adopts it.

  1. 01 Plan

    1. 01Registration and protocolRecord · The review teamThe guideline asks for registration details, access to the protocol and any amendments.
    2. 02Eligibility criteriaRecord · The review teamThe guideline asks for the inclusion and exclusion criteria and how studies were grouped.

  2. 02 Find and select

    1. 03Search: sources and strategiesStep · The review teamThe guideline asks for the information sources and the full search strategies. It does not fix which sources are used.
    2. 04Selection of studiesStep · The review teamThe guideline asks how studies were judged eligible, including how many reviewers screened. It does not fix the number of reviewers.
    3. 05Flow diagramسابقهThe flow diagram shows the number of records found, the number of studies included and the reasons for exclusion.

  3. 03 Analyse

    1. 06Data collectionStep · The review teamThe guideline asks how data were collected from reports and which data items were sought.
    2. 07Risk of biasStep · The review teamThe guideline asks for the methods and tools used to assess risk of bias.
    3. 08SynthesisModel · The review teamThe guideline asks for the effect measures and the synthesis methods. It does not prescribe meta-analysis.
    4. 09Certainty of evidenceStep · The review teamThe guideline asks for the methods used to assess certainty, and reports the result per outcome. It does not name a grading scale.

  4. 04 Report

    1. 10Review reportسابقهThe guideline helps authors report why the review was done, what they did and what they found.

گزارش‌هاOutline of an externally published reporting guideline, not a Nexus process and not a record of operation. PRISMA 2020 mainly covers reviews of intervention effects. No Nexus page names it. Every programme is at service level R0.

06اعتبارسنجی

How results are checked.

Identification assumptions are probed through placebo tests, falsification checks and sensitivity analysis. Replication across settings tests external validity.

بررسیHow it is done
Covariate balanceTreated and comparison units are compared on observed characteristics before effects are estimated
Placebo and pre-trend testsEffects are tested in periods and places where none should exist
Sensitivity to hidden biasResults state how strong an unobserved confounder would need to be to change the conclusion
Spillover and leakageNeighbouring areas are examined for displaced pressure

Unobserved confounding and spillovers can bias estimates. Effects found in one context may not transfer to another.

07Connections

Topics that rely on this method.

08تولیت

Who maintains the method.

توسعه اقتصادی stewards causal inference and impact evaluation for the Consortium and reviews how it is applied across platforms.

Canonical page: Causal inference and impact evaluation

09متصل

جایی که این صفحه در سراسر کنسرسیوم به آن می‌رسد.

10پرسش‌ها

پرسش و پاسخ.

What are the limits of causal inference and impact evaluation in this field?
Unobserved confounding and spillovers can bias estimates. Effects found in one context may not transfer to another.
How are results checked?
Identification assumptions are probed through placebo tests, falsification checks and sensitivity analysis. Replication across settings tests external validity.
Are the values on this page real?
The data names, roles and checks are real descriptions of practice. The canvas shows a design of the method’s use, not a run; no result is reported here.
Where else is this method applied?
رصدخانهٔ canonical method page lists every platform that applies it.
گزارش‌هامشارکت

شواهد را از همین صفحه ارسال کنید.

Reports is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

GCRI⁨Biodiversity Nexus⁩ریسک و تاب‌آوری بخشی جهانیسیگنال رصدخانه

هرگز داده شخصی، جزئیات حساس زیرساخت یا چیزی را که حق اشتراکش را ندارید نفرستید. هر مشارکت پیش از استفاده داوری می‌شود؛ ارسال آن حق مؤلفی یا ویرایشی نمی‌دهد و حمایت مالی هرگز یافته‌ای را نمی‌خرد.

⁨Biodiversity Nexus⁩

یک روش، یک مجموعه‌داده یا یک پرسش بیاورید.

اطلاعات و درخواست‌ها امروز باز است. هر درخواست یک شمارهٔ پیگیری می‌گیرد و گام بعدی را مشخص می‌کند؛ درخواست‌های عضویت، پرداخت‌ها، تخصیص رایانش و ثبت‌نام‌ها تنها زمانی باز می‌شوند که تیم، شرایط و ظرفیت داوری آن‌ها فراهم باشد.

پیشنهاد یک روش دیدن همهٔ مسیرهای تماس
حقوقی

نقشه‌ها، داده‌ها و ارقام این سایت برای زمینه و اطلاعات عمومی نشان داده می‌شوند. توصیه، پیش‌بینی یا هشدار نیستند؛ حدود این اطلاعات در سلب مسئولیت‌ها و اعلامیه‌های داده بیان شده است.