Science and technology to accelerate the nature positive transition
Our research and data products empower decision makers in government, philanthropy, civil society, and the private sector, with a special focus on computational resource allocation for ecological conservation and restoration.
Houston, we have a (data) problem…
The world’s governments have signed onto an historic agreement that will create a sustainable future for all, one that incorporates the contributions of nature across every sector of the global economy. But we’ve got a major problem.
While AI capabilities have been advancing at breakneck speeds, the availability of well-structured, machine readable data is still very limited, resulting in major blindspots and even “hallucinations” related to the functional condition of ecosystems.


What is nature data?
To solve this problem we must understand the data life cycle, which begins by structuring raw data, then transforming data sets through modeling, producing information and actionable insights regarding the ‘State of Nature’ in a given geographic context.
Unlike climate change, which benefits from a single interoperable unit of measurement (the CO2 molecule) in one single domain (the atmosphere), nature involves far greater complexity, with over 600 potential metrics across five domains.
Our Mission
The Nature Data Lab (NDL) supports researchers across multiple disciplines who are working to solve the nature data gap, from quantitative ecology and conservation biology, to biogeography and earth economics.
The centerpiece of our work is the Global Safety Net, a partnership with One Earth Philanthropy, which monitors the world's remaining natural land and inland waters, documenting their conservation status and driving financial resources to the places most in need.
Our Impact
An investment of $1 trillion in nature over the next five years could unlock $10 trillion in economic value, but a robust data infrastructure is needed to help mobilize this capital.
The team behind the Nature Data Lab has steered more than $11 million in philanthropic funding for cutting-edge science and technology initiatives in the nature data space.
To date, we've supported 111 researchers and technologists, resulting in over 40 scientific and technical papers with hundreds of thousands of downloads and over 1,300 academic citations.
NDL Projects
Fellows nominate research proposals they deem critically important organized in four major program areas: (I) Ecological Priorities, (II) Nature Mapping, (III) Conservation Justice, and (IV) Earth Economy.
NDL works to secure funding for this work through a network of philanthropists specifically interested in the intersection of technology and ecology. Currently, we’re supporting 10 projects with 9 new projects proposed for the 2026-2027 timeframe.

Insights & Commentaries

Study finds rewilding large mammal groupings help ecosystem restoration
A study finds that 20 species can play a particularly important role in triggering the recovery of ecosystem function around the world—from boreal taiga and tropical rainforests to grasslands and drylands.

A Dummies’ Guide to CSRD, TNFD, SBTN and the nature action alphabet soup
CSRD, ESRS, TNFD, LEAP, SBTN, EGD, EFRAG, CSDDD (aka CS3D), EUDR, ESPR, WFD & MSFD, EU ETS, CBAM, NFRD & SFRD, AAQD, ISSB, GRI — the ESG…

What will it cost to comply with the EU's nature reporting standard (ESRS)?
The EU's ESRS standard will require 50,000 companies to report on nature impacts. Karl Burkart estimates a $45B/year reporting cost and a $30B addressable market for software and services by 2030.

A brief history of bioregions and bioregionalism in scholarly literature
You’ve probably noticed that the word “bioregion” has been cropping up in conversations lately. I was recently at an investing conference…









