Matthias Baumann

Global and Planetary Change · 2011–2020

A researcher in the Science corpus: 9 papers; trusts 8 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Global and Planetary Change — 97 citations into it; #9,948 of 10,225 by trust here, #3,211 by citations
• Ecology — 57 citations into it
• General Agricultural and Biological Sciences — 44 citations into it
• Management, Monitoring, Policy and Law — 30 citations into it
• Economics and Econometrics — 22 citations into it
• Environmental Engineering — 13 citations into it
• Artificial Intelligence — 10 citations into it

Whom Matthias Baumann trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Michael I. Jordan
2. Christian P. Robert
3. Chih-Jen Lin
4. Eric F. Lambin
5. S. Holly
6. Per Jönsson
7. Jan Peters
8. Peter M. Bentler
9. Alan E. Gelfand

Who trusts Matthias Baumann overall

1. Daniel Müller

Papers from Matthias Baumann's perspective

Ordered by how strongly the researchers Matthias Baumann trusts endorse each paper. Same corpus, a different order for every researcher.

1. LIBSVM: A library for support vector machines
2. Causality : Models , Reasoning , and Inference
3. Elements of Causal Inference: Foundations and Learning Algorithms
4. Estimating causal effects of treatments in randomized and nonrandomized studies.
5. Theorizing Land-Cover and Land-Use Change: The Case of Tropical Deforestation
6. Solutions for a cultivated planet (Nature)
7. ImageNet classification with deep convolutional neural networks
8. High-Resolution Global Maps of 21st-Century Forest Cover Change (Science)
9. Global food demand and the sustainable intensification of agriculture (Proceedings of the National Academy of Sciences of the United States of America)
10. Closing yield gaps through nutrient and water management (Nature)

Their papers

• Towards Causal Inference for Spatio-Temporal Data: Conflict and Forest Loss in Colombia (2020)
• Rents, Actors, and the Expansion of Commodity Frontiers in the Gran Chaco (2018) — 121 citations
• Drivers of agricultural land-use change in the Argentine Pampas and Chaco regions (2018) — 159 citations
• Habitat loss and overhunting synergistically drive the extirpation of jaguars from the Gran Chaco (2018) — 84 citations
• A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring (2016) — 616 citations
• Mapping cropland-use intensity across Europe using MODIS NDVI time series (2016) — 141 citations
• Mapping the extent of abandoned farmland in Central and Eastern Europe using MODIS time series satellite data (2013) — 265 citations
• Effects of institutional changes on land use: agricultural land abandonment during the transition from state-command to market-driven economies in post-Soviet Eastern Europe (2012) — 279 citations
• Determinants of agricultural land abandonment in post-Soviet European Russia (2011) — 455 citations