F
Franziska Albrecht
Researcher at International Institute for Applied Systems Analysis
Publications - 19
Citations - 1345
Franziska Albrecht is an academic researcher from International Institute for Applied Systems Analysis. The author has contributed to research in topics: Land cover & Land use. The author has an hindex of 8, co-authored 19 publications receiving 958 citations. Previous affiliations of Franziska Albrecht include International Institute of Minnesota & University of Vienna.
Papers
More filters
Journal ArticleDOI
ESA CCI Soil Moisture for improved Earth system understanding : State-of-the art and future directions
Wouter Dorigo,Wolfgang Wagner,Clément Albergel,Franziska Albrecht,Gianpaolo Balsamo,Luca Brocca,Daniel Chung,Martin Ertl,Matthias Forkel,Alexander Gruber,E. M. Haas,P. D. Hamer,Martin Hirschi,Jaakko Ikonen,Richard de Jeu,R. Kidd,William Lahoz,Yi Y. Liu,Diego G. Miralles,Diego G. Miralles,Thomas Mistelbauer,Nadine Nicolai-Shaw,Robert Parinussa,Chiara Pratola,Chiara Pratola,Christoph Reimer,Robin van der Schalie,Sonia I. Seneviratne,Tuomo Smolander,Pascal Lecomte +29 more
TL;DR: The European Space Agency (ESA) released the first multi-decadal, global satellite-observed soil moisture (SM) dataset as part of its Climate Change Initiative (CCI) program.
Journal ArticleDOI
Building a hybrid land cover map with crowdsourcing and geographically weighted regression
Linda See,Dmitry Schepaschenko,Myroslava Lesiv,Myroslava Lesiv,Ian McCallum,Steffen Fritz,Alexis Comber,Christoph Perger,Christian Schill,Yuanyuan Zhao,Victor Maus,Muhammad Athar Siraj,Franziska Albrecht,Anna Cipriani,Anna Cipriani,Mar’yana Vakolyuk,Mar’yana Vakolyuk,Alfredo Garcia,Ahmed Harb Rabia,Kuleswar Singha,Abel Alan Marcarini,Teja Kattenborn,Rubul Hazarika,M. Schepaschenko,Marijn van der Velde,Florian Kraxner,Michael Obersteiner +26 more
TL;DR: In this article, the authors used geographically weighted regression (GWR) and crowdsourced validation data from Geo-Wiki to create two hybrid global land cover maps that use medium resolution land cover products as an input.
Journal ArticleDOI
Development of a global hybrid forest mask through the synergy of remote sensing, crowdsourcing and FAO statistics
Dmitry Schepaschenko,Dmitry Schepaschenko,Linda See,Myroslava Lesiv,Myroslava Lesiv,Myroslava Lesiv,Ian McCallum,Steffen Fritz,Carl F. Salk,Elena Moltchanova,Christoph Perger,Maria Shchepashchenko,Anatoly Shvidenko,Sergii Kovalevskyi,Dmytro Gilitukha,Franziska Albrecht,Florian Kraxner,A. Bun,Shamil Maksyutov,A. P. Sokolov,M. Dürauer,Michael Obersteiner,V.N. Karminov,P. V. Ontikov +23 more
TL;DR: In this paper, the authors applied geographically weighted regression (GWR) to integrate eight different forest products into three global hybrid forest cover maps at a 1-km resolution for the reference year 2000.
Journal ArticleDOI
A global dataset of crowdsourced land cover and land use reference data
Steffen Fritz,Linda See,Christoph Perger,Ian McCallum,Christian Schill,Dmitry Schepaschenko,Martina Duerauer,Mathias Karner,C. Dresel,Juan-Carlos Laso-Bayas,Myroslava Lesiv,Inian Moorthy,Carl F. Salk,Carl F. Salk,Olha Danylo,Tobias Sturn,Franziska Albrecht,Liangzhi You,Florian Kraxner,Michael Obersteiner +19 more
TL;DR: These global datasets provide information on human impact, land cover disagreement, wilderness and land cover and land use, relevant for the scientific community that requires reference data for global satellite-derived products, as well as those interested in monitoring global terrestrial ecosystems in general.
Journal ArticleDOI
Downgrading Recent Estimates of Land Available for Biofuel Production
Steffen Fritz,Linda See,Marijn van der Velde,Rachel A. Nalepa,Christoph Perger,Christoph Perger,Christian Schill,Ian McCallum,Dmitry Schepaschenko,Florian Kraxner,Ximing Cai,Xiao Zhang,Simone Ortner,Rubul Hazarika,Anna Cipriani,Anna Cipriani,Carlos Marcelo Di Bella,Ahmed Harb Rabia,Alfredo Garcia,Mar’yana Vakolyuk,Kuleswar Singha,Maria Eugenia Beget,Stefan Erasmi,Franziska Albrecht,Brian Shaw,Michael Obersteiner +25 more
TL;DR: 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.