Factors influencing the consistency in crowdsourced interpretations of aerial photographs to measure tree canopy cover
Machine learning models are typically data-hungry algorithms that require large data inputs for training. When they produce wall-to-wall remote sensing products, model validation also requires large sets of temporally harmonized field observations. Crowdsourcing may offer a potential solution for th...
| Published in: | Ecological Informatics |
|---|---|
| Main Authors: | Jill M. Derwin, Valerie A. Thomas, Randolph H. Wynne, Karen G. Schleeweis, John W. Coulston, S. Seth Peery, Kurt Luther, Greg C. Liknes, Stacie Bender, Susmita Sen |
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-11-01
|
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1574954125003097 |
Similar Items
Interacting, but not contributing: fruitless news crowdsourcing in Spain
by: Ester Appelgren, et al.
Published: (2019-06-01)
by: Ester Appelgren, et al.
Published: (2019-06-01)
Crowdsourcing Undone Science
by: Gwen Ottinger
Published: (2017-09-01)
by: Gwen Ottinger
Published: (2017-09-01)
A Successful Crowdsourcing Approach for Bird Sound Classification
by: Petteri Lehikoinen, et al.
Published: (2023-04-01)
by: Petteri Lehikoinen, et al.
Published: (2023-04-01)
Research Usage and Social Impact of Crowdsourced Air Traffic Data
by: Martin Strohmeier
Published: (2020-12-01)
by: Martin Strohmeier
Published: (2020-12-01)
Citizen budget project with crowdsourcing concept – identification of attitudes
by: Piotr Jacek Niedzielski, et al.
Published: (2025-07-01)
by: Piotr Jacek Niedzielski, et al.
Published: (2025-07-01)
A Spatial Crowdsourcing Engine for Harmonizing Volunteers’ Needs and Tasks’ Completion Goals
by: Maite Puerta-Beldarrain, et al.
Published: (2024-12-01)
by: Maite Puerta-Beldarrain, et al.
Published: (2024-12-01)
Demonstrating the Added Value of Crowdsourced Rainfall Data in Complex Terrain
by: Marie Pontoppidan, et al.
Published: (2025-09-01)
by: Marie Pontoppidan, et al.
Published: (2025-09-01)
First photographic records of the giant manta ray Manta birostris off eastern Australia
by: Lydie I.E. Couturier, et al.
Published: (2015-01-01)
by: Lydie I.E. Couturier, et al.
Published: (2015-01-01)
Children as photographers: life experiences and the right to be listened to
by: Ina Joubert
Published: (2012-01-01)
by: Ina Joubert
Published: (2012-01-01)
Assessment of flash flood hotspots through local knowledge and capacity for flood crowdsourcing
by: Parvaneh Hatami Golmakani, et al.
Published: (2023-12-01)
by: Parvaneh Hatami Golmakani, et al.
Published: (2023-12-01)
Meteonetwork: An Open Crowdsourced Weather Data System
by: Marco Giazzi, et al.
Published: (2022-06-01)
by: Marco Giazzi, et al.
Published: (2022-06-01)
Land cover mapping via crowdsourced multi-directional views: The more directional views, the better
by: Xiao Huang, et al.
Published: (2023-08-01)
by: Xiao Huang, et al.
Published: (2023-08-01)
A pipeline for the rapid collection of color data from photographs
by: Yvonne Luong, et al.
Published: (2023-09-01)
by: Yvonne Luong, et al.
Published: (2023-09-01)
What’s That Frog? Evaluating a Crowdsourced Approach to Species Identification From Audio Recordings
by: Grace L. Gillard, et al.
Published: (2024-08-01)
by: Grace L. Gillard, et al.
Published: (2024-08-01)
A Citizen Science Approach for Analyzing Social Media With Crowdsourcing
by: Carlo Bono, et al.
Published: (2023-01-01)
by: Carlo Bono, et al.
Published: (2023-01-01)
Le crowdsourcing urbain comme nouvelle forme d’engagement citoyen
by: Boris Mericskay
Published: (2022-02-01)
by: Boris Mericskay
Published: (2022-02-01)
Citizen Sensors for SHM: Towards a Crowdsourcing Platform
by: Ekin Ozer, et al.
Published: (2015-06-01)
by: Ekin Ozer, et al.
Published: (2015-06-01)
Estimating Rainfall Intensity Using an Image-Based Convolutional Neural Network Inversion Technique for Potential Crowdsourcing Applications in Urban Areas
by: Youssef Shalaby, et al.
Published: (2024-09-01)
by: Youssef Shalaby, et al.
Published: (2024-09-01)
Crowdsourced Data Highlight Precipitation Phase Partitioning Variability in Rain‐Snow Transition Zone
by: Keith S. Jennings, et al.
Published: (2023-03-01)
by: Keith S. Jennings, et al.
Published: (2023-03-01)
Birding via Facebook—Methodological Considerations When Crowdsourcing Observations of Bird Behavior via Social Media
by: Dirk H. R. Spennemann
Published: (2025-07-01)
by: Dirk H. R. Spennemann
Published: (2025-07-01)
Gamifying Engagement in Spatial Crowdsourcing: An Exploratory Mixed-Methods Study on Gamification Impact Among University Students
by: Felipe Vergara-Borge, et al.
Published: (2025-06-01)
by: Felipe Vergara-Borge, et al.
Published: (2025-06-01)
Evolution of co-production in the information age: crowdsourcing as a model of web-based co-production in Korea
by: M. Jae Moon
Published: (2018-07-01)
by: M. Jae Moon
Published: (2018-07-01)
Social listening and crowdsourcing in disaster communication—A citizen-centered media and communication consumption perspective
by: Nina Blom Andersen, et al.
Published: (2025-06-01)
by: Nina Blom Andersen, et al.
Published: (2025-06-01)
Design and Evaluation of a Crowdsourcing Precision Agriculture Mobile Application for Lambsquarters, Mission LQ
by: Brianna B. Posadas, et al.
Published: (2021-09-01)
by: Brianna B. Posadas, et al.
Published: (2021-09-01)
First photographic evidence of oceanic manta rays (Mobula birostris) at two locations in the Fiji islands
by: Luke Gordon, et al.
Published: (2022-09-01)
by: Luke Gordon, et al.
Published: (2022-09-01)
Methods for broad‐scale plant phenology assessments using citizen scientists’ photographs
by: Vijay V. Barve, et al.
Published: (2020-01-01)
by: Vijay V. Barve, et al.
Published: (2020-01-01)
Optimizing Crowdsourced Land Use and Land Cover Data Collection: A Two-Stage Approach
by: Elena Moltchanova, et al.
Published: (2022-06-01)
by: Elena Moltchanova, et al.
Published: (2022-06-01)
Through the Lens of Age: Using Dog Photographs to Uncover Welfare and Stress
by: Luisa Mascarenhas Ladeia Dutra, et al.
Published: (2024-11-01)
by: Luisa Mascarenhas Ladeia Dutra, et al.
Published: (2024-11-01)
From Voxels to Viruses: Using Deep Learning and Crowdsourcing to Understand a Virus Factory
by: Avery Pennington, et al.
Published: (2024-12-01)
by: Avery Pennington, et al.
Published: (2024-12-01)
Crowdsourcing conservation: unveiling Taiwan’s sea turtle foraging grounds, emerging threats, and residency with broad societal engagement
by: Chia-Ling Fong, et al.
Published: (2025-03-01)
by: Chia-Ling Fong, et al.
Published: (2025-03-01)
Crowdsourcing LUCAS: Citizens Generating Reference Land Cover and Land Use Data with a Mobile App
by: Juan Carlos Laso Bayas, et al.
Published: (2020-11-01)
by: Juan Carlos Laso Bayas, et al.
Published: (2020-11-01)
Crowdsourcing without Data Bias: Building a Quality Assurance System for Air Pollution Symptom Mapping
by: Marta Samulowska, et al.
Published: (2021-01-01)
by: Marta Samulowska, et al.
Published: (2021-01-01)
City Intelligence Quotient Evaluation System Using Crowdsourced Social Media Data: A Case Study of the Yangtze River Delta Region, China
by: Zhiqiang Wu, et al.
Published: (2021-10-01)
by: Zhiqiang Wu, et al.
Published: (2021-10-01)
Crowdsourcing In-Situ Data on Land Cover and Land Use Using Gamification and Mobile Technology
by: Juan Carlos Laso Bayas, et al.
Published: (2016-11-01)
by: Juan Carlos Laso Bayas, et al.
Published: (2016-11-01)
Investigating the Impact of Corporate Citizenship on Social Capital
by: freyedon ahmadi, et al.
Published: (2021-11-01)
by: freyedon ahmadi, et al.
Published: (2021-11-01)
The Salton Sea: An introduction to an evolving system and the role of science
by: Kurt Schwabe
Published: (2022-04-01)
by: Kurt Schwabe
Published: (2022-04-01)
A Virtual Reading Center Model Using Crowdsourcing to Grade Photographs for Trachoma: Validation Study
by: Christopher J Brady, et al.
Published: (2023-04-01)
by: Christopher J Brady, et al.
Published: (2023-04-01)
THE CROWDSOURCING AS A TOOL FOR EFFECTIVE COOPERATION OF THE STATE AUTHORITIES AND CIVIL SOCIETY
by: Nelli Renatovna Kanshaova
Published: (2022-10-01)
by: Nelli Renatovna Kanshaova
Published: (2022-10-01)
Crowdsourcing fungal biodiversity: revision of iNaturalist observations in Northwestern Siberia
by: Nina V. Filippova, et al.
Published: (2022-05-01)
by: Nina V. Filippova, et al.
Published: (2022-05-01)
Symmachia basilissa basilissa Bates, 1868 (Riodinidae: Symmachiini) has been photographed while alive for the first time, uncovering a new record and shedding light on its conservation aspects
by: Antonio Leal Silva das Neves, et al.
Published: (2023-11-01)
by: Antonio Leal Silva das Neves, et al.
Published: (2023-11-01)
Similar Items
-
Interacting, but not contributing: fruitless news crowdsourcing in Spain
by: Ester Appelgren, et al.
Published: (2019-06-01) -
Crowdsourcing Undone Science
by: Gwen Ottinger
Published: (2017-09-01) -
A Successful Crowdsourcing Approach for Bird Sound Classification
by: Petteri Lehikoinen, et al.
Published: (2023-04-01) -
Research Usage and Social Impact of Crowdsourced Air Traffic Data
by: Martin Strohmeier
Published: (2020-12-01) -
Citizen budget project with crowdsourcing concept – identification of attitudes
by: Piotr Jacek Niedzielski, et al.
Published: (2025-07-01)
