Martin Jung
Global and Planetary Change · 2006–2021
A researcher in the Science corpus: 20 papers; trusts 9 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Global and Planetary Change — 212 citations into it
- Evaluation & Benchmarks — 6 citations into it
- Statistical Learning Theory — 6 citations into it
Whom Martin Jung trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Leo Breiman
- Tin Kam Ho
- Hirotugu Akaike
- Yoav Freund
- K. Burnham
- Trevor J. Hastie
- Markus Reichstein
- G. Lasslop
- Dario Papale
- Dennis D. Baldocchi
Who trusts Martin Jung overall
- Kun Zhang
- Peter H. Verburg
- Russ Congalton
- Gaofeng Zhu
- Xing Li
- Kathleen Neumann
- Markus Reichstein
- T. Davies-Barnard
- Jinzhu Ma
- Jianyu Gu
Papers from Martin Jung's perspective
Ordered by how strongly the researchers Martin Jung trusts endorse each paper. Same corpus, a different order for every researcher.
- Bagging Predictors
- Estimating the Dimension of a Model
- Experiments with a New Boosting Algorithm
- Forests and Climate Change: Forcings, Feedbacks, and the Climate Benefits of Forests (Science)
- A new look at the statistical model identification
- Europe-wide reduction in primary productivity caused by the heat and drought in 2003 (Nature)
- MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets
- The Random Subspace Method for Constructing Decision Forests
- Representation of vegetation dynamics in the modelling of terrestrial ecosystems: comparing two contrasting approaches within European climate space
- Deep multi-scale video prediction beyond mean square error
Their papers
- Deep learning and process understanding for data-driven Earth system science (2019) — 4,521 citations
- A unified vegetation index for quantifying the terrestrial biosphere (2021) — 669 citations
- Bending the curve of terrestrial biodiversity needs an integrated strategy (2020) — 757 citations
- The FLUXCOM ensemble of global land-atmosphere energy fluxes (2018) — 662 citations
- Compensatory water effects link yearly global land CO2 sink changes to temperature (2017) — 651 citations
- OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence (2017) — 633 citations
- Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms (2016) — 715 citations
- Has land use pushed terrestrial biodiversity beyond the planetary boundary? A global assessment (2016) — 1,001 citations
- The dominant role of semi-arid ecosystems in the trend and variability of the land CO2 sink (2015) — 1,374 citations
- The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts (2014) — 264 citations
- A few extreme events dominate global interannual variability in gross primary production (2014) — 261 citations
- Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence (2014) — 999 citations
- Global covariation of carbon turnover times with climate in terrestrial ecosystems (2014) — 860 citations
- Evaluation of terrestrial carbon cycle models for their response to climate variability and to CO2 trends (2013) — 758 citations
- Earlier springs decrease peak summer productivity in North American boreal forests (2013) — 227 citations
- Recent decline in the global land evapotranspiration trend due to limited moisture supply (2010) — 2,124 citations
- Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate (2010) — 2,639 citations
- Towards global empirical upscaling of FLUXNET eddy covariance observations: validation of a model tree ensemble approach using a biosphere model (2009) — 700 citations
- Improving land surface models with FLUXNET data (2009) — 409 citations
- Exploiting synergies of global land cover products for carbon cycle modeling (2006) — 515 citations