Machine learning improves predictions of agricultural nitrous oxide (N2O) emissions from intensively managed cropping systems

Empirical Evidence for the Potential Climate Benefits of Decarbonizing Light Vehicle Transport in the U.S. with Bioenergy from Purpose-Grown Biomass with and without BECCS

(2020) Ilya Gelfand et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

21 st century biogeochemical modeling: Challenges for Century‐based models and where do we go from here?

(2020) Danielle Berardi et al.   Global Change Biology Bioenergy

Global research alliance N 2 O chamber methodology guidelines: Considerations for automated flux measurement

(2020) Peter R. Grace et al.   JOURNAL OF ENVIRONMENTAL QUALITY

A comprehensive quantification of global nitrous oxide sources and sinks

(2020) Hanqin Tian et al.   NATURE

Leaching losses of dissolved organic carbon and nitrogen from agricultural soils in the upper US Midwest

(2020) Mir Zaman Hussain et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

(2019) Markus Reichstein et al.   NATURE

Acceleration of global N2O emissions seen from two decades of atmospheric inversion

(2019) R. L. Thompson et al.   Nature Climate Change

Looking back to look ahead: a vision for soil denitrification research

(2019) Maya Almaraz et al.   ECOLOGY

Nitrate Leaching from Continuous Corn, Perennial Grasses, and Poplar in the US Midwest

(2019) Mir Zaman Hussain et al.   JOURNAL OF ENVIRONMENTAL QUALITY

Multimodel Evaluation of Nitrous Oxide Emissions From an Intensively Managed Grassland

(2019) Kathrin Fuchs et al.   Journal of Geophysical Research-Biogeosciences

Underestimation of N2 O emissions in a comparison of the DayCent, DNDC, and EPIC models

(2018) Richard K. Gaillard et al.   ECOLOGICAL APPLICATIONS

Prognostic Validation of a Neural Network Unified Physics Parameterization

(2018) N. D. Brenowitz et al.   GEOPHYSICAL RESEARCH LETTERS

Environmental factors function as constraints on soil nitrous oxide fluxes in bioenergy feedstock cropping systems

(2018) David S. Duncan et al.   Global Change Biology Bioenergy

Global soil nitrous oxide emissions since the preindustrial era estimated by an ensemble of terrestrial biosphere models: Magnitude, attribution, and uncertainty

(2018) Hanqin Tian et al.   GLOBAL CHANGE BIOLOGY

Long-term no-till and stover retention each decrease the global warming potential of irrigated continuous corn

(2017) Virginia L. Jin et al.   GLOBAL CHANGE BIOLOGY

Assessing uncertainties in crop and pasture ensemble model simulations of productivity and N2 O emissions

(2017) Fiona Ehrhardt et al.   GLOBAL CHANGE BIOLOGY

Analysis of climate signals in the crop yield record of sub-Saharan Africa

(2017) Alexis L. Hoffman et al.   GLOBAL CHANGE BIOLOGY

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

(2017) Anuj Karpatne et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Review and analysis of strengths and weaknesses of agro-ecosystem models for simulating C and N fluxes

(2017) Lorenzo Brilli et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Comparative productivity of alternative cellulosic bioenergy cropping systems in the North Central USA

(2016) Gregg R. Sanford et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Reduced Snow Cover Increases Wintertime Nitrous Oxide (N2O) Emissions from an Agricultural Soil in the Upper U.S. Midwest

(2016) Leilei Ruan et al.   ECOSYSTEMS

Landscape control of nitrous oxide emissions during the transition from conservation reserve program to perennial grasses for bioenergy

(2016) Debasish Saha et al.   Global Change Biology Bioenergy

Long-term nitrous oxide fluxes in annual and perennial agricultural and unmanaged ecosystems in the upper Midwest USA

(2016) Ilya Gelfand et al.   GLOBAL CHANGE BIOLOGY

Comparative water use by maize, perennial crops, restored prairie, and poplar trees in the US Midwest

(2015) S K Hamilton et al.   Environmental Research Letters

Nitrous oxide emissions during establishment of eight alternative cellulosic bioenergy cropping systems in the North Central United States

(2015) Lawrence G. Oates et al.   Global Change Biology Bioenergy

Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation

(2015) Alex Goldstein et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Sampling frequency affects estimates of annual nitrous oxide fluxes

(2015) L. Barton et al.   Scientific Reports

First 20 years of DNDC (DeNitrification DeComposition): Model evolution

(2014) Sarah L. Gilhespy et al.   ECOLOGICAL MODELLING

A metamodelling approach to estimate global N2O emissions from agricultural soils

(2014) Joshua Perlman et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Global metaanalysis of the nonlinear response of soil nitrous oxide (N2O) emissions to fertilizer nitrogen

(2014) I. Shcherbak et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Prediction of N2O emission from local information with Random Forest

(2013) Aurore Philibert et al.   ENVIRONMENTAL POLLUTION

Reconciling the differences between top-down and bottom-up estimates of nitrous oxide emissions for the U.S. Corn Belt

(2013) T. J. Griffis et al.   GLOBAL BIOGEOCHEMICAL CYCLES

An estimate of the global sink for nitrous oxide in soils

(2013) William H. Schlesinger   GLOBAL CHANGE BIOLOGY

Nitrous oxide emissions from soils: how well do we understand the processes and their controls?

(2013) K. Butterbach-Bahl et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Nitrous Oxide Emissions from Cropland: a Procedure for Calibrating the DayCent Biogeochemical Model Using Inverse Modelling

(2013) Rashad Rafique et al.   WATER AIR AND SOIL POLLUTION

Finding generality in ecology: a model for globally distributed experiments

(2013) Elizabeth T. Borer et al.   Methods in Ecology and Evolution

Quantifying Uncertainties in N2O Emission Due to N Fertilizer Application in Cultivated Areas

(2012) Aurore Philibert et al.   PLoS One

A comparison of eight metamodeling techniques for the simulation of N2O fluxes and N leaching from corn crops

(2011) Nathalie Villa-Vialaneix et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Interpretation of QSAR Models Based on Random Forest Methods

(2011) Victor E. Kuz'min et al.   Molecular Informatics

The contribution of maize cropping in the Midwest USA to global warming: A regional estimate

(2010) Peter R. Grace et al.   AGRICULTURAL SYSTEMS

Nitrogen fertilizer management for nitrous oxide (N2O) mitigation in intensive corn (Maize) production: an emissions reduction protocol for US Midwest agriculture

(2010) Neville Millar et al.   Mitigation and Adaptation Strategies for Global Change