Ada Mitchell

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Assistant Professor of Computational Ecology · North Atlantic Open Research Institute

New Contributor

Studies climate resilience, open modeling workflows, and reproducible field science.

BiologyComputer ScienceInterdisciplinary Research

Merit score

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Works

Recorded publications

Citations

Across the open record

Reviews written

0 replications logged

Expertise

Ada works primarily in Biology, Physics, with 0 recorded works and 0 citations across the open record. Recurring themes include wetlands, carbon, remote sensing, open data, quantum computing.

Auto-generated from the open research record.

wetlandscarbonremote sensingopen dataquantum computingeducationnotebookserror correction

Scientific reputation passport

Contribution quality across papers, reviews, replications, explanations, and datasets.

Papers

Reviews

2 helpful votes

Replications

Explanations

Datasets

Predictions

Preprints on Science Orbit

Work published directly on this platform.

ReviewedBiologyq-bio.QMReproducibility 75/100Partially replicatedPartially replicated

Sample: Mapping Coastal Wetland Carbon Recovery With Open Satellite Data

We combine open Sentinel imagery, field plots, and transparent uncertainty estimates to identify coastal wetlands with high carbon recovery potential. The sample workflow demonstrates how authors can attach datasets, code repositories, AI summaries, public review, and replication signals to a preprint.

remote sensingcarbonreproducibility

Ada Mitchell, Ben Carver

2 versions 1 reviews1 citations13 views

PreprintPhysicsphysics.hep-thinteractiveReproducibility 39/100ReplicatedReplicated

Sample: Interactive Notebook for Teaching Quantum Error Correction

A classroom-oriented interactive paper walks through repetition codes, syndrome measurement, and decoder intuition. The sample shows how Science Orbit can host computational notebooks, public comments, and versioned educational research objects.

quantumeducationnotebooks

Ada Mitchell

1 versions 0 reviews0 citations11 views

Publications

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Collaboration network

Co-authors across this researcher's work, by number of shared papers.

Ben Carver

Civic Reproducibility Lab

1 shared paper

Suggested collaborators

Researchers one step beyond this person's network — co-authors of co-authors, by overlap.

Lina Okafor

Global Health Methods Collective

1 shared connection

Contribution timeline

A chronological record of scientific contributions.

2026-07-26milestone
Published "Sample: Mapping Coastal Wetland Carbon Recovery With Open Satellite Data"
2026-07-22paper
Sample: Interactive Notebook for Teaching Quantum Error Correction · Authored
2026-07-19review
Reviewed “Sample: Transparent Triage Models for Rural Clinic Wait Times”
2026-07-08paper
Sample: Mapping Coastal Wetland Carbon Recovery With Open Satellite Data · Authored

Review activity

Statistical validity

Useful negative result with good disclosure

The synthetic-data disclosure is clear, and the failure mode under staffing shocks is exactly the kind of result worth publishing. A sensitivity table would make the limitations easier to scan.