Research challenges and opportunities for using big data in global change biology

Higher than expected CO 2 fertilization inferred from leaf to global observations

(2020) Vanessa Haverd et al.   GLOBAL CHANGE BIOLOGY

Opinion: Is gene mapping in wild populations useful for understanding and predicting adaptation to global change?

(2020) Phillip Gienapp   GLOBAL CHANGE BIOLOGY

Climate and plant community diversity in space and time

(2020) Susan Harrison et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

An Automatic Processing Chain for Near Real-Time Mapping of Burned Forest Areas Using Sentinel-2 Data

(2020) Luca Pulvirenti et al.   Remote Sensing

High-resolution urban land-cover mapping and landscape analysis of the 42 major cities in China using ZY-3 satellite images

(2020) Xin Huang et al.   Science Bulletin

Impacts of global environmental change drivers on non‐structural carbohydrates in terrestrial plants

(2020) Ying Du et al.   FUNCTIONAL ECOLOGY

Ensemble projections elucidate effects of uncertainty in terrestrial nitrogen limitation on future carbon uptake

(2020) Johannes Meyerholt et al.   GLOBAL CHANGE BIOLOGY

Review and Evaluation of Deep Learning Architectures for Efficient Land Cover Mapping with UAS Hyper-Spatial Imagery: A Case Study Over a Wetland

(2020) Mohammad Pashaei et al.   Remote Sensing

Both day and night warming reduce tree growth in extremely dry soils

(2020) Chen Zhu et al.   Environmental Research Letters

Depth-dependent soil C-N-P stoichiometry in a mature subtropical broadleaf forest

(2020) Yang Qiao et al.   GEODERMA

Robust leaf trait relationships across species under global environmental changes

(2020) Erqian Cui et al.   Nature Communications

Melanin mitigates the accelerated decay of mycorrhizal necromass with peatland warming

(2019) Christopher W. Fernandez et al.   ECOLOGY LETTERS

Plant evolutionary history mainly explains the variance in biomass responses to climate warming at a global scale

(2019) Junjiong Shao et al.   NEW PHYTOLOGIST

A threefold difference in plant growth response to nitrogen addition between the laboratory and field experiments

(2019) Xiaoni Xu et al.   Ecosphere

Decadal biomass increment in early secondary succession woody ecosystems is increased by CO2 enrichment

(2019) Anthony P. Walker et al.   Nature Communications

What is global photosynthesis? History, uncertainties and opportunities

(2019) Youngryel Ryu et al.   REMOTE SENSING OF ENVIRONMENT

Robust predictions of specialized metabolism genes through machine learning

(2019) Bethany M. Moore et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Machine learning in plant–pathogen interactions: empowering biological predictions from field scale to genome scale

(2019) Jana Sperschneider   NEW PHYTOLOGIST

Deep learning and process understanding for data-driven Earth system science

(2019) Markus Reichstein et al.   NATURE

Remote sensing of earth’s energy budget: synthesis and review

(2019) Shunlin Liang et al.   International Journal of Digital Earth

Plant phenology and global climate change: current progresses and challenges

(2019) Shilong Piao et al.   GLOBAL CHANGE BIOLOGY

Air temperature optima of vegetation productivity across global biomes

(2019) Mengtian Huang et al.   Nature Ecology & Evolution

Vegetation functional properties determine uncertainty of simulated ecosystem productivity: a traceability analysis in the East Asian monsoon region

(2019) Erqian Cui et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Conventional land‐use intensification reduces species richness and increases production: A global meta‐analysis

(2019) Michael Beckmann et al.   GLOBAL CHANGE BIOLOGY

Changes in timing of seasonal peak photosynthetic activity in northern ecosystems

(2019) Taejin Park et al.   GLOBAL CHANGE BIOLOGY

Global pattern and controls of biological nitrogen fixation under nutrient enrichment: A meta‐analysis

(2019) Mianhai Zheng et al.   GLOBAL CHANGE BIOLOGY

Deep learning in bioinformatics: Introduction, application, and perspective in the big data era

(2019) Yu Li et al.   METHODS

Flux towers in the sky: global ecology from space

(2019) David Schimel et al.   NEW PHYTOLOGIST

Considering adaptive genetic variation in climate change vulnerability assessment reduces species range loss projections

(2019) Orly Razgour et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Decadal Stabilization of Soil Inorganic Nitrogen as a Benchmark for Global Land Models

(2019) Ning Wei et al.   Journal of Advances in Modeling Earth Systems

PlantNE: a global database of plant biomass from nitrogen‐addition experiments

(2019) Xu Xiaoni et al.   ECOLOGY

Incorporating citizen science data in spatially explicit integrated population models

(2019) Catherine C. Sun et al.   ECOLOGY

TERN, Australia's Land Observatory: addressing the global challenge of forecasting ecosystem responses to climate variability and change

(2019) James Cleverly et al.   Environmental Research Letters

Model Structure and Climate Data Uncertainty in Historical Simulations of the Terrestrial Carbon Cycle (1850-2014)

(2019) Gordon B. Bonan et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Maximum carbon uptake rate dominates the interannual variability of global net ecosystem exchange

(2019) Zheng Fu et al.   GLOBAL CHANGE BIOLOGY

A genome‐wide search for local adaptation in a terrestrial‐breeding frog reveals vulnerability to climate change

(2019) Deanne Cummins et al.   GLOBAL CHANGE BIOLOGY

High ecosystem stability of evergreen broadleaf forests under severe droughts

(2019) Kun Huang et al.   GLOBAL CHANGE BIOLOGY

Macroecology in the age of Big Data – Where to go from here?

(2019) Rafael O. Wüest et al.   JOURNAL OF BIOGEOGRAPHY

Direct observation of permafrost degradation and rapid soil carbon loss in tundra

(2019) César Plaza et al.   Nature Geoscience

How eddy covariance flux measurements have contributed to our understanding of Global Change Biology

(2019) Dennis D. Baldocchi   GLOBAL CHANGE BIOLOGY

Terrestrial N 2 O emissions and related functional genes under climate change: A global meta‐analysis

(2019) Linfeng Li et al.   GLOBAL CHANGE BIOLOGY

Field-experiment constraints on the enhancement of the terrestrial carbon sink by CO2 fertilization

(2019) Yongwen Liu et al.   Nature Geoscience

Integrating multi-sensor remote sensing and species distribution modeling to map the spread of emerging forest disease and tree mortality

(2019) Yinan He et al.   REMOTE SENSING OF ENVIRONMENT

A meta-analysis of 1,119 manipulative experiments on terrestrial carbon-cycling responses to global change

(2019) Jian Song et al.   Nature Ecology & Evolution

Model Parameterization to Represent Processes at Unresolved Scales and Changing Properties of evolving Systems

(2019) Yiqi Luo et al.   GLOBAL CHANGE BIOLOGY

Potential feedback mediated by soil microbiome response to warming in a glacier forefield

(2019) Yuwan Wang et al.   GLOBAL CHANGE BIOLOGY

A Review of the Internet of Floods: Near Real-Time Detection of a Flood Event and Its Impact

(2019) Van Ackere et al.   Water

The urban imprint on plant phenology

(2019) Georg Wohlfahrt et al.   Nature Ecology & Evolution

The effect of urbanization on plant phenology depends on regional temperature

(2019) Daijiang Li et al.   Nature Ecology & Evolution

Global change biology: A primer

(2019) Rowan F. Sage   GLOBAL CHANGE BIOLOGY

TRY—A plant trait database of databases

(2019) Lauchlan H. Fraser   GLOBAL CHANGE BIOLOGY

TRY plant trait database – enhanced coverage and open access

(2019) Jens Kattge et al.   GLOBAL CHANGE BIOLOGY

Data Integration for Large-Scale Models of Species Distributions

(2019) Nick J.B. Isaac et al.   TRENDS IN ECOLOGY & EVOLUTION

Satellite sensor requirements for monitoring essential biodiversity variables of coastal ecosystems

(2018) Frank E. Muller-Karger et al.   ECOLOGICAL APPLICATIONS

Estimating vegetation biomass and cover across large plots in shrub and grass dominated drylands using terrestrial lidar and machine learning

(2018) Kyle E. Anderson et al.   ECOLOGICAL INDICATORS

Amazon drought and forest response: Largely reduced forest photosynthesis but slightly increased canopy greenness during the extreme drought of 2015/2016

(2018) Jia Yang et al.   GLOBAL CHANGE BIOLOGY

Pan European Phenological database (PEP725): a single point of access for European data

(2018) Barbara Templ et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Sources of Uncertainty in Modeled Land Carbon Storage within and across Three MIPs: Diagnosis with Three New Techniques

(2018) Sha Zhou et al.   JOURNAL OF CLIMATE

Adapting legume crops to climate change using genomic approaches

(2018) Mahsa Mousavi-Derazmahalleh et al.   PLANT CELL AND ENVIRONMENT

Iterative near-term ecological forecasting: Needs, opportunities, and challenges

(2018) Michael C. Dietze et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Increasing global vegetation browning hidden in overall vegetation greening: Insights from time-varying trends

(2018) Naiqing Pan et al.   REMOTE SENSING OF ENVIRONMENT

Climate, ecosystems, and planetary futures: The challenge to predict life in Earth system models

(2018) Gordon B. Bonan et al.   SCIENCE

Genomic signals of selection predict climate-driven population declines in a migratory bird

(2018) Rachael A. Bay et al.   SCIENCE

Predicting soil carbon loss with warming

(2018) Natasja van Gestel et al.   NATURE

Meta-analysis and the science of research synthesis

(2018) Jessica Gurevitch et al.   NATURE

Ecosystem warming extends vegetation activity but heightens vulnerability to cold temperatures

(2018) Andrew D. Richardson et al.   NATURE

Evolutionary history resolves global organization of root functional traits

(2018) Zeqing Ma et al.   NATURE

Classifying drivers of global forest loss

(2018) Philip G. Curtis et al.   SCIENCE

New Techniques and Data for Understanding the Global Soil Respiration Flux

(2018) Ben Bond-Lamberty   Earths Future

The molecular genetic basis of herbivory between butterflies and their host plants

(2018) Sumitha Nallu et al.   Nature Ecology & Evolution

Non-uniform seasonal warming regulates vegetation greening and atmospheric CO2 amplification over northern lands

(2018) Zhao Li et al.   Environmental Research Letters

The Physics and Ecology of Mining Carbon Dioxide from the Atmosphere by Ecosystems

(2018) Dennis Baldocchi et al.   GLOBAL CHANGE BIOLOGY

Effects of livestock grazing on grassland carbon storage and release override impacts associated with global climate change

(2018) Guiyao Zhou et al.   GLOBAL CHANGE BIOLOGY

Microbes drive global soil nitrogen mineralization and availability

(2018) Zhaolei Li et al.   GLOBAL CHANGE BIOLOGY

Arctic browning: Impacts of extreme climatic events on heathland ecosystem CO2 fluxes

(2018) Rachael Treharne et al.   GLOBAL CHANGE BIOLOGY

Impacts of nitrogen addition on plant species richness and abundance: A global meta‐analysis

(2018) Gabriele Midolo et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Automated plankton image analysis using convolutional neural networks

(2018) Jessica Y. Luo et al.   LIMNOLOGY AND OCEANOGRAPHY-METHODS

GenBank

(2018) Eric W Sayers et al.   NUCLEIC ACIDS RESEARCH

Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture

(2018) Wouter H. Maes et al.   TRENDS IN PLANT SCIENCE

Remote sensing quantifies widespread abundance of permafrost region disturbances across the Arctic and Subarctic

(2018) I. Nitze et al.   Nature Communications

What Limits Predictive Certainty of Long-Term Carbon Uptake?

(2018) Brett Raczka et al.   Journal of Geophysical Research-Biogeosciences

Enhanced peak growth of global vegetation and its key mechanisms

(2018) Kun Huang et al.   Nature Ecology & Evolution

The large influence of climate model bias on terrestrial carbon cycle simulations

(2017) Anders Ahlström et al.   Environmental Research Letters

Matrix approach to land carbon cycle modeling: A case study with the Community Land Model

(2017) Yuanyuan Huang et al.   GLOBAL CHANGE BIOLOGY

Advances in flowering phenology across the Northern Hemisphere are explained by functional traits

(2017) Patrizia König et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Interannual variability of ecosystem carbon exchange: From observation to prediction

(2017) Shuli Niu et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Anthropogenic landscapes support fewer rare bee species

(2017) Tina Harrison et al.   LANDSCAPE ECOLOGY

Compensatory water effects link yearly global land CO2 sink changes to temperature

(2017) Martin Jung et al.   NATURE

Seasonal phytoplankton blooms in the Gulf of Aden revealed by remote sensing

(2017) John A. Gittings et al.   REMOTE SENSING OF ENVIRONMENT

Precipitation drives global variation in natural selection

(2017) Adam M. Siepielski et al.   SCIENCE

Weakening temperature control on the interannual variations of spring carbon uptake across northern lands

(2017) Shilong Piao et al.   Nature Climate Change

Transient Traceability Analysis of Land Carbon Storage Dynamics: Procedures and Its Application to Two Forest Ecosystems

(2017) Lifen Jiang et al.   Journal of Advances in Modeling Earth Systems

A global moderate resolution dataset of gross primary production of vegetation for 2000–2016

(2017) Yao Zhang et al.   Scientific Data

Biophysical drivers of seasonal variability in Sphagnum gross primary production in a northern temperate bog

(2017) Anthony P. Walker et al.   Journal of Geophysical Research-Biogeosciences

Data-Constrained Projections of Methane Fluxes in a Northern Minnesota Peatland in Response to Elevated CO2 and Warming

(2017) Shuang Ma et al.   Journal of Geophysical Research-Biogeosciences

Terrestrial ecosystem model performance in simulating productivity and its vulnerability to climate change in the northern permafrost region

(2017) Jianyang Xia et al.   Journal of Geophysical Research-Biogeosciences

A multi-species synthesis of physiological mechanisms in drought-induced tree mortality

(2017) Henry D. Adams et al.   Nature Ecology & Evolution

Stand age and species richness dampen interannual variation of ecosystem-level photosynthetic capacity

(2017) Talie Musavi et al.   Nature Ecology & Evolution

USA National Phenology Network’s volunteer-contributed observations yield predictive models of phenological transitions

(2017) Theresa M. Crimmins et al.   PLoS One

Intermediate-scale community-level flux of CO2 and CH4 in a Minnesota peatland: putting the SPRUCE project in a global context

(2016) P. J. Hanson et al.   BIOGEOCHEMISTRY

The Next Decade of Big Data in Ecosystem Science

(2016) S. L. LaDeau et al.   ECOSYSTEMS

Variability in the sensitivity among model simulations of permafrost and carbon dynamics in the permafrost region between 1960 and 2009

(2016) A. David McGuire et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Toward more realistic projections of soil carbon dynamics by Earth system models

(2016) Yiqi Luo et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Pushing precipitation to the extremes in distributed experiments: recommendations for simulating wet and dry years

(2016) Alan K. Knapp et al.   GLOBAL CHANGE BIOLOGY

Remote sensing heritage in a petabyte-scale: satellite data and heritage Earth Engine© applications

(2016) Athos Agapiou   International Journal of Digital Earth

Addition of multiple limiting resources reduces grassland diversity

(2016) W. Stanley Harpole et al.   NATURE

Quantifying global soil carbon losses in response to warming

(2016) T. W. Crowther et al.   NATURE

Pampered inside, pestered outside? Differences and similarities between plants growing in controlled conditions and in the field

(2016) Hendrik Poorter et al.   NEW PHYTOLOGIST

Temperature response of soil respiration largely unaltered with experimental warming

(2016) Joanna C. Carey et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Near real-time monitoring of insect induced defoliation in subalpine birch forests with MODIS derived NDVI

(2016) Per-Ola Olsson et al.   REMOTE SENSING OF ENVIRONMENT

Temperature mediates continental-scale diversity of microbes in forest soils

(2016) Jizhong Zhou et al.   Nature Communications

Dual mechanisms regulate ecosystem stability under decade-long warming and hay harvest

(2016) Zheng Shi et al.   Nature Communications

Greening of the Earth and its drivers

(2016) Zaichun Zhu et al.   Nature Climate Change

Warming Alters Expressions of Microbial Functional Genes Important to Ecosystem Functioning

(2016) Kai Xue et al.   Frontiers in Microbiology

A new method for ecological surveying of the abyss using autonomous underwater vehicle photography

(2016) Kirsty J. Morris et al.   LIMNOLOGY AND OCEANOGRAPHY-METHODS

Design and Implementation of an Interactive Web-Based Near Real-Time Forest Monitoring System

(2016) Arun Kumar Pratihast et al.   PLoS One

Biotic and climatic controls on interannual variability in carbon fluxes across terrestrial ecosystems

(2015) Junjiong Shao et al.   AGRICULTURAL AND FOREST METEOROLOGY

Big Data challenges in building the Global Earth Observation System of Systems

(2015) Stefano Nativi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Importance of vegetation dynamics for future terrestrial carbon cycling

(2015) Anders Ahlström et al.   Environmental Research Letters

Characterizing differences in precipitation regimes of extreme wet and dry years: implications for climate change experiments

(2015) Alan K. Knapp et al.   GLOBAL CHANGE BIOLOGY

Global patterns of plant root colonization intensity by mycorrhizal fungi explained by climate and soil chemistry

(2015) Nadejda A. Soudzilovskaia et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

What we still don't know about invasion genetics

(2015) Dan G. Bock et al.   MOLECULAR ECOLOGY

Future productivity and carbon storage limited by terrestrial nutrient availability

(2015) William R. Wieder et al.   Nature Geoscience

Photosynthetic seasonality of global tropical forests constrained by hydroclimate

(2015) Kaiyu Guan et al.   Nature Geoscience

Sequencing and beyond: integrating molecular 'omics' for microbial community profiling

(2015) Eric A. Franzosa et al.   NATURE REVIEWS MICROBIOLOGY

A test of the ‘one-point method’ for estimating maximum carboxylation capacity from field-measured, light-saturated photosynthesis

(2015) Martin G. De Kauwe et al.   NEW PHYTOLOGIST

Global variability in leaf respiration in relation to climate, plant functional types and leaf traits

(2015) Owen K. Atkin et al.   NEW PHYTOLOGIST

Joint control of terrestrial gross primary productivity by plant phenology and physiology

(2015) Jianyang Xia et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Using ecosystem experiments to improve vegetation models

(2015) Belinda E. Medlyn et al.   Nature Climate Change

CTFS-ForestGEO: a worldwide network monitoring forests in an era of global change

(2014) Kristina J. Anderson-Teixeira et al.   GLOBAL CHANGE BIOLOGY

Big Data: A Survey

(2014) Min Chen et al.   MOBILE NETWORKS & APPLICATIONS

Eutrophication weakens stabilizing effects of diversity in natural grasslands

(2014) Yann Hautier et al.   NATURE

Terrestrial carbon cycle affected by non-uniform climate warming

(2014) Jianyang Xia et al.   Nature Geoscience

Lagging adaptation to warming climate in Arabidopsis thaliana

(2014) A. M. Wilczek et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Global species richness estimates have not converged

(2014) M. Julian Caley et al.   TRENDS IN ECOLOGY & EVOLUTION

Evidence for a weakening relationship between interannual temperature variability and northern vegetation activity

(2014) Shilong Piao et al.   Nature Communications

Climate fails to predict wood decomposition at regional scales

(2014) Mark A. Bradford et al.   Nature Climate Change

Challenges of Big Data analysis

(2014) Jianqing Fan et al.   National Science Review

Genome-wide evolutionary response to a heat wave in Drosophila

(2013) F. Rodriguez-Trelles et al.   Biology Letters

Ecosystem Carbon Fluxes in Response to Warming and Clipping in a Tallgrass Prairie

(2013) Shuli Niu et al.   ECOSYSTEMS

Traceable components of terrestrial carbon storage capacity in biogeochemical models

(2013) Jianyang Xia et al.   GLOBAL CHANGE BIOLOGY

Forest water use and water use efficiency at elevated CO2: a model-data intercomparison at two contrasting temperate forest FACE sites

(2013) Martin G. De Kauwe et al.   GLOBAL CHANGE BIOLOGY

Climate extremes and the carbon cycle

(2013) Markus Reichstein et al.   NATURE

Asymmetric effects of daytime and night-time warming on Northern Hemisphere vegetation

(2013) Shushi Peng et al.   NATURE

A heterozygous moth genome provides insights into herbivory and detoxification

(2013) Minsheng You et al.   NATURE GENETICS

Temperature and vegetation seasonality diminishment over northern lands

(2013) L. Xu et al.   Nature Climate Change

Computing infrastructure for big data processing

(2013) Ling Liu   Frontiers of Computer Science

Abiotic drivers and plant traits explain landscape-scale patterns in soil microbial communities

(2012) Franciska T. de Vries et al.   ECOLOGY LETTERS

Reduction in carbon uptake during turn of the century drought in western North America

(2012) Christopher R. Schwalm et al.   Nature Geoscience

Thermal optimality of net ecosystem exchange of carbon dioxide and underlying mechanisms

(2012) Shuli Niu et al.   NEW PHYTOLOGIST

Near real-time disturbance detection using satellite image time series

(2012) Jan Verbesselt et al.   REMOTE SENSING OF ENVIRONMENT

Drought and ecosystem carbon cycling

(2011) M.K. van der Molen et al.   AGRICULTURAL AND FOREST METEOROLOGY

Ecological forecasting and data assimilation in a data-rich era

(2011) Yiqi Luo et al.   ECOLOGICAL APPLICATIONS

TRY - a global database of plant traits

(2011) J. KATTGE et al.   GLOBAL CHANGE BIOLOGY

Climate change: High risk of permafrost thaw

(2011) Edward A. G. Schuur et al.   NATURE

Plasticity and evolution in drought avoidance and escape in the annual plant Brassica rapa

(2011) Steven J. Franks   NEW PHYTOLOGIST

The model–data fusion pitfall: assuming certainty in an uncertain world

(2011) Trevor F. Keenan et al.   OECOLOGIA

Characterizing forest canopy structure with lidar composite metrics and machine learning

(2011) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT

Climate Data Challenges in the 21st Century

(2011) J. T. Overpeck et al.   SCIENCE

An assessment of integrated population models: bias, accuracy, and violation of the assumption of independence

(2010) Fitsum Abadi et al.   ECOLOGY

Meta-analyses and mega-mistakes: calling time on meta-analysis of the species richness–productivity relationship

(2010) Robert J. Whittaker   ECOLOGY

Differential responses of production and respiration to temperature and moisture drive the carbon balance across a climatic gradient in New Mexico

(2010) KRISTINA J. ANDERSON-TEIXEIRA et al.   GLOBAL CHANGE BIOLOGY

Responses of terrestrial ecosystems to temperature and precipitation change: a meta-analysis of experimental manipulation

(2010) ZHUOTING WU et al.   GLOBAL CHANGE BIOLOGY

NEON: the first continental-scale ecological observatory with airborne remote sensing of vegetation canopy biochemistry and structure

(2010) Thomas U. Kampe   Journal of Applied Remote Sensing

Climate warming and biomass accumulation of terrestrial plants: a meta-analysis

(2010) Delu Lin et al.   NEW PHYTOLOGIST

Dynamic disequilibrium of the terrestrial carbon cycle under global change

(2010) Yiqi Luo et al.   TRENDS IN ECOLOGY & EVOLUTION

A review of applications of model–data fusion to studies of terrestrial carbon fluxes at different scales

(2009) Ying-Ping Wang et al.   AGRICULTURAL AND FOREST METEOROLOGY

The Data Assimilation Research Testbed: A Community Facility

(2009) Jeffrey Anderson et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Parameter identifiability, constraint, and equifinality in data assimilation with ecosystem models

(2009) Yiqi Luo et al.   ECOLOGICAL APPLICATIONS

Closing the terrestrial water budget from satellite remote sensing

(2009) Justin Sheffield et al.   GEOPHYSICAL RESEARCH LETTERS

Quantifying photosynthetic capacity and its relationship to leaf nitrogen content for global-scale terrestrial biosphere models

(2009) JENS KATTGE et al.   GLOBAL CHANGE BIOLOGY

The 2007 Eastern US Spring Freeze: Increased Cold Damage in a Warming World?

(2008) Lianhong Gu et al.   BIOSCIENCE

Mortality selection during the 2003 European heat wave in three-spined sticklebacks: effects of parasites and MHC genotype

(2008) K Mathias Wegner et al.   BMC EVOLUTIONARY BIOLOGY

Spatiotemporal fire occurrence in Borneo over a period of 10 years

(2008) ANDREAS LANGNER et al.   GLOBAL CHANGE BIOLOGY

Global response patterns of terrestrial plant species to nitrogen addition

(2008) Jianyang Xia et al.   NEW PHYTOLOGIST

Altered ecosystem carbon and nitrogen cycles by plant invasion: a meta-analysis

(2007) Chengzhang Liao et al.   NEW PHYTOLOGIST