Raw Data Library
About
Aims and ScopeAdvisory Board Members
More
Who We Are?
User Guide
Green Science
​
​
EN
Kurumsal BaşvuruSign inGet started
​
​

About
Aims and ScopeAdvisory Board Members
More
Who We Are?
User GuideGreen Science

Language

Kurumsal Başvuru

Sign inGet started
RDL logo

Verified research datasets. Instant access. Built for collaboration.

Navigation

About

Aims and Scope

Advisory Board Members

More

Who We Are?

Contact

Add Raw Data

User Guide

Legal

Privacy Policy

Terms of Service

Support

Got an issue? Email us directly.

Email: info@rawdatalibrary.netOpen Mail App
​
​

© 2026 Raw Data Library. All rights reserved.
PrivacyTermsContact
  1. Raw Data Library
  2. /
  3. Publications
  4. /
  5. Downgrading Recent Estimates of Land Available for Biofuel Production

Verified authors • Institutional access • DOI aware
50,000+ researchers120,000+ datasets90% satisfaction
Article
English
2012

Downgrading Recent Estimates of Land Available for Biofuel Production

0 Datasets

0 Files

English
2012
Environmental Science & Technology
DOI: 10.1021/es303141h

Get instant academic access to this publication’s datasets.

Create free accountHow it works

Frequently asked questions

Is access really free for academics and students?

Yes. After verification, you can browse and download datasets at no cost. Some premium assets may require author approval.

How is my data protected?

Files are stored on encrypted storage. Access is restricted to verified users and all downloads are logged.

Can I request additional materials?

Yes, message the author after sign-up to request supplementary files or replication code.

Advance your research today

Join 50,000+ researchers worldwide. Get instant access to peer-reviewed datasets, advanced analytics, and global collaboration tools.

Get free academic accessLearn more
✓ Immediate verification • ✓ Free institutional access • ✓ Global collaboration
Access Research Data

Join our academic network to download verified datasets and collaborate with researchers worldwide.

Get Free Access
Institutional SSO
Secure
This PDF is not available in different languages.
No localized PDFs are currently available.
Dmitry Schepaschenko
Dmitry Schepaschenko

International Institute for Population Sciences

Verified
Steffen Fritz
Linda See
Marijn van der Velde
+21 more

Abstract

Recent estimates of additional land available for bioenergy production range from 320 to 1411 million ha. These estimates were generated from four scenarios regarding the types of land suitable for bioenergy production using coarse-resolution inputs of soil productivity, slope, climate, and land cover. In this paper, these maps of land availability were assessed using high-resolution satellite imagery. Samples from these maps were selected and crowdsourcing of Google Earth images was used to determine the type of land cover and the degree of human impact. Based on this sample, a set of rules was formulated to downward adjust the original estimates for each of the four scenarios that were previously used to generate the maps of land availability for bioenergy production. The adjusted land availability estimates range from 56 to 1035 million ha depending upon the scenario and the ruleset used when the sample is corrected for bias. Large forest areas not intended for biofuel production purposes were present in all scenarios. However, these numbers should not be considered as definitive estimates but should be used to highlight the uncertainty in attempting to quantify land availability for biofuel production when using coarse-resolution inputs with implications for further policy development.

How to cite this publication

Steffen Fritz, Linda See, Marijn van der Velde, Rachel A. Nalepa, Christoph Perger, Christian Schill, Ian McCallum, Dmitry Schepaschenko, Florian Kraxner, Ximing Cai, Xiao Zhang, Simone Ortner, Rubul Hazarika, Anna Cipriani, Carlos M. Di Bella, Ahmed Harb Rabia, A. M. García, Mar’yana Vakolyuk, Kuleswar Singha, María Eugenia Beget, Stefan Erasmi, Franziska Albrecht, Brian J. Shaw, Michael Obersteiner (2012). Downgrading Recent Estimates of Land Available for Biofuel Production. Environmental Science & Technology, pp. 130128103203003-130128103203003, DOI: 10.1021/es303141h.

Related publications

Why join Raw Data Library?

Quality

Datasets shared by verified academics with rich metadata and previews.

Control

Authors choose access levels; downloads are logged for transparency.

Free for Academia

Students and faculty get instant access after verification.

Publication Details

Type

Article

Year

2012

Authors

24

Datasets

0

Total Files

0

Language

English

Journal

Environmental Science & Technology

DOI

10.1021/es303141h

Join Research Community

Access datasets from 50,000+ researchers worldwide with institutional verification.

Get Free Access