David Lobell

Q: What Schools Are Affiliated With David Lobell

David Lobell is affiliated with the following schools: Brown University, Stanford University

David Lobell's AcademicInfluence.com Rankings

David Lobell

Earth Sciences

#639

World Rank

#1038

Historical Rank

#241

USA Rank

Environmental Science

#25

World Rank

#25

Historical Rank

USA Rank

earth-sciences Degrees

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Earth Sciences

David Lobell's Degrees

PhD Environmental Science Stanford University
Masters Environmental Science Stanford University
Bachelors Environmental Science Stanford University

Why Is David Lobell Influential?

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According to Wikipedia, David B. Lobell is an agricultural ecologist. He is currently the Gloria and Richard Kushel Director of the Center on Food Security and the Environment and Professor of Earth System Science at Stanford University. He is additionally a William Wrigley Fellow at the Stanford Woods Institute for the Environment and a Senior Fellow at Stanford's Freeman Spogli Institute for International Studies. Lobell was awarded a MacArthur "Genius" Fellowship in 2013 for "unearthing richly informative, but often underutilized, sources of data to investigate the impact of climate change on crop production and global food security."

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David Lobell's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Climate Trends and Global Crop Production Since 1980 (2011) (3216)
Prioritizing Climate Change Adaptation Needs for Food Security in 2030 (2008) (2917)
Global scale climate–crop yield relationships and the impacts of recent warming (2007) (1858)
A meta-analysis of crop yield under climate change and adaptation (2014) (1436)
Rising Temperatures Reduce Global Wheat Production (2015) (1378)
Robust negative impacts of climate change on African agriculture (2010) (1347)
Temperature increase reduces global yields of major crops in four independent estimates (2017) (1275)
Crop yield gaps: their importance, magnitudes, and causes. (2009) (1188)
Combining satellite imagery and machine learning to predict poverty (2016) (1101)
Food security and food production systems (2014) (1041)
Nonlinear heat effects on African maize as evidenced by historical yield trials (2011) (1011)
Greenhouse gas mitigation by agricultural intensification (2010) (956)
Warming increases the risk of civil war in Africa (2009) (881)
Combined climate and carbon-cycle effects of large-scale deforestation (2006) (876)
Greater Sensitivity to Drought Accompanies Maize Yield Increase in the U.S. Midwest (2014) (780)
Climate and Management Contributions to Recent Trends in U.S. Agricultural Yields (2003) (752)
On the use of statistical models to predict crop yield responses to climate change (2010) (708)
The critical role of extreme heat for maize production in the United States (2013) (707)
Biomass energy: the scale of the potential resource. (2008) (702)
Radically Rethinking Agriculture for the 21st Century (2010) (675)
Extreme heat effects on wheat senescence in India (2012) (669)
Moisture effects on soil reflectance (2002) (631)
The Influence of Climate Change on Global Crop Productivity1 (2012) (625)
The global potential of bioenergy on abandoned agriculture lands. (2008) (611)
A method for quantifying vulnerability, applied to the agricultural system of the Yaqui Valley, Mexico (2003) (608)
A method for quantifying vulnerability, applied to the agricultural system of the Yaqui Valley, Mexico (2003) (608)
Quantifying vegetation change in semiarid environments: precision and accuracy of spectral mixture analysis and the normalized difference vegetation index. (2000) (510)
A Summary of the CMIP5 Experiment Design (2010) (481)
Climate variability and crop production in Tanzania (2011) (468)
The poverty implications of climate-induced crop yield changes by 2030 (2010) (468)
Why are agricultural impacts of climate change so uncertain? The importance of temperature relative to precipitation (2008) (401)
A Biogeophysical Approach for Automated SWIR Unmixing of Soils and Vegetation (2000) (386)
Global crop exposure to critical high temperatures in the reproductive period: historical trends and future projections (2013) (357)
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping (2015) (354)
A scalable satellite-based crop yield mapper (2015) (335)
Cropland distributions from temporal unmixing of MODIS data (2004) (322)
Similar estimates of temperature impacts on global wheat yield by three independent methods (2016) (320)
Shifts in African crop climates by 2050, and the implications for crop improvement and genetic resources conservation (2009) (314)
Remote sensing of regional crop production in the Yaqui Valley, Mexico: estimates and uncertainties (2003) (313)
Historical effects of temperature and precipitation on California crop yields (2007) (307)
Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data (2017) (301)
Feedbacks of Terrestrial Ecosystems to Climate Change (2007) (295)
Impacts of future climate change on California perennial crop yields: Model projections with climate and crop uncertainties (2006) (294)
Analysis of wheat yield and climatic trends in Mexico (2005) (283)
The use of satellite data for crop yield gap analysis (2013) (270)
Changes in diurnal temperature range and national cereal yields (2007) (259)
Satellite-based assessment of yield variation and its determinants in smallholder African systems (2017) (242)
Satellite estimates of productivity and light use efficiency in United States agriculture, 1982–98 (2002) (238)
Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches (2018) (237)
Improving the monitoring of crop productivity using spaceborne solar‐induced fluorescence (2014) (233)
Greater Transportation Energy and GHG Offsets from Bioelectricity Than Ethanol (2009) (231)
Direct impacts on local climate of sugar-cane expansion in Brazil (2011) (220)
Incorporating Climate Uncertainty into Estimates of Climate Change Impacts (2011) (219)
The shifting influence of drought and heat stress for crops in northeast Australia (2015) (219)
Direct climate effects of perennial bioenergy crops in the United States (2011) (214)
Empirical evidence for a recent slowdown in irrigation-induced cooling (2007) (207)
Comparing estimates of climate change impacts from process-based and statistical crop models (2017) (207)
Adaptation potential of European agriculture in response to climate change (2014) (197)
Anthropogenic climate change has slowed global agricultural productivity growth (2021) (196)
Biogeophysical impacts of cropland management changes on climate (2006) (194)
Reduction of transpiration and altered nutrient allocation contribute to nutrient decline of crops grown in elevated CO(2) concentrations. (2013) (193)
Climate Volatility and Poverty Vulnerability in Tanzania (2009) (182)
Smallholder maize area and yield mapping at national scales with Google Earth Engine (2019) (181)
Regional Differences in the Influence of Irrigation on Climate (2009) (181)
Climate Change 2014 (2015) (180)
Using publicly available satellite imagery and deep learning to understand economic well-being in Africa (2020) (180)
The fingerprint of climate trends on European crop yields (2014) (177)
Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques (2019) (176)
Impacts of Day Versus Night Temperatures on Spring Wheat Yields: A Comparison of Empirical and CERES Model Predictions in Three Locations (2007) (174)
The Effect of Irrigation on Regional Temperatures: A Spatial and Temporal Analysis of Trends in California, 1934–2002 (2008) (173)
Combining Field Surveys, Remote Sensing, and Regression Trees to Understand Yield Variations in an Irrigated Wheat Landscape (2005) (167)
Towards probabilistic projections of climate change impacts on global crop yields (2008) (156)
Landsat-based classification in the cloud: An opportunity for a paradigm shift in land cover monitoring (2017) (155)
Climate change adaptation in crop production: Beware of illusions (2014) (147)
Projected temperature changes indicate significant increase in interannual variability of U.S. maize yields (2012) (145)
The COVID-19 lockdowns: a window into the Earth System (2020) (144)
Towards fine resolution global maps of crop yields: Testing multiple methods and satellites in three countries (2017) (143)
The shared and unique values of optical, fluorescence, thermal and microwave satellite data for estimating large-scale crop yields. (2016) (139)
Regional-scale assessment of soil salinity in the Red River Valley using multi-year MODIS EVI and NDVI. (2010) (137)
Regional disparities in the CO2 fertilization effect and implications for crop yields (2013) (133)
Climate change and food security : adapting agriculture to a warmer world (2010) (127)
Irrigation cooling effect on temperature and heat index extremes (2008) (127)
Agricultural adaptation to climate change in rich and poor countries: Current modeling practice and potential for empirical contributions ☆ (2014) (127)
Water Use Efficiency as a Constraint and Target for Improving the Resilience and Productivity of C3 and C4 Crops. (2019) (126)
Deep Transfer Learning for Crop Yield Prediction with Remote Sensing Data (2018) (125)
Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery (2020) (125)
Tile2Vec: Unsupervised representation learning for spatially distributed data (2018) (122)
An assessment of wheat yield sensitivity and breeding gains in hot environments (2013) (122)
Climate adaptation as mitigation: the case of agricultural investments (2013) (117)
Using satellite imagery to understand and promote sustainable development (2019) (117)
Climate change uncertainty for daily minimum and maximum temperatures: A model inter‐comparison (2006) (117)
Crop yields in a geoengineered climate (2012) (110)
Remote sensing of soil degradation: introduction. (2010) (107)
The challenge to detect and attribute effects of climate change on human and natural systems (2013) (104)
Estimation of the carbon dioxide (CO2) fertilization effect using growth rate anomalies of CO2 and crop yields since 1961 (2007) (103)
Robust features of future climate change impacts on sorghum yields in West Africa (2014) (102)
Getting caught with our plants down: the risks of a global crop yield slowdown from climate trends in the next two decades (2014) (101)
Colocation opportunities for large solar infrastructures and agriculture in drylands (2016) (98)
Food Security and Adaptation to Climate Change: What Do We Know? (2010) (96)
Comparing and combining process-based crop models and statistical models with some implications for climate change (2017) (95)
Growing sensitivity of maize to water scarcity under climate change (2016) (93)
Identification of saline soils with multiyear remote sensing of crop yields (2006) (89)
Chapter 7: Food Security and Food Production Systems (2014) (86)
Improving the accuracy of satellite-based high-resolution yield estimation: A test of multiple scalable approaches (2017) (85)
Hot spots of wheat yield decline with rising temperatures (2017) (82)
Climate robustly linked to African civil war (2010) (81)
Geography-Aware Self-Supervised Learning (2020) (79)
Identification of external influences on temperatures in California (2008) (77)
Eyes in the Sky, Boots on the Ground: Assessing Satellite‐ and Ground‐Based Approaches to Crop Yield Measurement and Analysis (2018) (77)
California perennial crops in a changing climate (2011) (76)
Satellite detection of earlier wheat sowing in India and implications for yield trends (2013) (75)
A walk on the wild side (2011) (75)
Historical climate trends, deforestation, and maize and bean yields in Nicaragua (2015) (73)
The impacts of future climate and carbon dioxide changes on the average and variability of US maize yields under two emission scenarios (2015) (73)
The cost of uncertainty for nitrogen fertilizer management: A sensitivity analysis (2007) (72)
Testing Remote Sensing Approaches for Assessing Yield Variability among Maize Fields (2014) (70)
Mapping Smallholder Wheat Yields and Sowing Dates Using Micro-Satellite Data (2016) (69)
Soil, climate, and management impacts on regional wheat productivity in Mexico from remote sensing (2002) (68)
Per-Pixel Analysis of Forest Structure (2003) (68)
Response of double cropping suitability to climate change in the United States (2015) (67)
Cropland Area and Net Primary Production Computed from 30 Years of USDA Agricultural Harvest Data (2004) (66)
What aspects of future rainfall changes matter for crop yields in West Africa? (2015) (66)
Using satellite data to identify the causes of and potential solutions for yield gaps in India’s Wheat Belt (2017) (66)
Increasing drought and diminishing benefits of elevated carbon dioxide for soybean yields across the US Midwest (2018) (64)
Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa (2017) (64)
Effect of vineyard-scale climate variability on Pinot noir phenolic composition (2011) (62)
Uniting remote sensing, crop modelling and economics for agricultural risk management (2021) (62)
Assessing climate adaptation options and uncertainties for cereal systems in West Africa (2015) (62)
View angle effects on canopy reflectance and spectral mixture analysis of coniferous forests using AVIRIS (2002) (61)
Errors in climate datasets and their effects on statistical crop models (2013) (60)
Semantic Segmentation of Crop Type in Africa: A Novel Dataset and Analysis of Deep Learning Methods (2019) (58)
Regional importance of crop yield constraints: Linking simulation models and geostatistics to interpret spatial patterns (2006) (58)
Continuous Corn and Soybean Yield Penalties across Hundreds of Thousands of Fields (2017) (57)
A new spin on an old debate: Errors in farmer-reported production and their implications for inverse scale - Productivity relationship in Uganda (2019) (56)
The benefits of recent warming for maize production in high latitude China (2013) (56)
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning (2018) (55)
Could the Debate Be Over? Errors in Farmer-Reported Production and Their Implications for the Inverse Scale-Productivity Relationship in Uganda (2017) (55)
Evaluating strategies for improved water use in spring wheat with CERES (2006) (55)
Generating Interpretable Poverty Maps using Object Detection in Satellite Images (2020) (54)
The effects of extremely wet planting conditions on maize and soybean yields (2015) (53)
Yield uncertainty at the field scale evaluated with multi-year satellite data (2007) (53)
Impacts of precipitation and temperature on crop yields in the Pampas (2015) (52)
Predicting Economic Development using Geolocated Wikipedia Articles (2019) (52)
Potential impact of U.S. biofuels on regional climate (2009) (52)
Subpixel canopy cover estimation of coniferous forests in Oregon using SWIR imaging spectrometry (2001) (50)
Narrowing the agronomic yield gap with improved nitrogen use efficiency: a modeling approach. (2010) (49)
Satellite detection of cover crops and their effects on crop yield in the Midwestern United States (2018) (49)
The Role of Irrigation Expansion in Past and Future Temperature Trends (2008) (49)
Potential bias of model projected greenhouse warming in irrigated regions (2006) (48)
An independent method of deriving the carbon dioxide fertilization effect in dry conditions using historical yield data from wet and dry years (2011) (47)
Contribution of persistent factors to yield gaps in high-yield irrigated maize (2016) (46)
Satellite detection of rising maize yield heterogeneity in the U.S. Midwest (2017) (46)
Remote sensing assessment of regional yield losses due to sub-optimal planting dates and fallow period weed management (2007) (45)
Land-Cover and Surface Water Change Drive Large Albedo Increases in South America* (2011) (45)
Meta-Learning for Few-Shot Land Cover Classification (2020) (44)
Climate Effects on Food Security: An Overview (2010) (44)
Tradeoffs and Synergies between biofuel production and large solar infrastructure in deserts. (2014) (44)
Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning (2017) (43)
Spatiotemporal patterns of cropland area and net primary production in the central United States estimated from USDA agricultural information (2004) (43)
Comparison of Earth Observing-1 ALI and Landsat ETM+ for crop identification and yield prediction in Mexico (2003) (42)
Estimation of the CO2 fertilization effect using growth rate anomalies of CO2 and crop yields since 1961 (2008) (42)
Climate Change and Food Security (2010) (42)
Unprecedented rates of land-use transformation in modelled climate change mitigation pathways (2017) (41)
Mapping twenty years of corn and soybean across the US Midwest using the Landsat archive (2020) (41)
Relative importance of soil and climate variability for nitrogen management in irrigated wheat (2004) (41)
Changes in the drought sensitivity of US maize yields (2020) (41)
Mapping Crop Types in Southeast India with Smartphone Crowdsourcing and Deep Learning (2020) (41)
Estimated impacts of emission reductions on wheat and maize crops (2015) (40)
Yield trends under varying environmental conditions for sorghum and wheat across Australia (2016) (40)
Climate and Civil War: Is the Relationship Robust? (2010) (40)
The important but weakening maize yield benefit of grain filling prolongation in the US Midwest (2018) (39)
Strengthened scientific support for the Endangerment Finding for atmospheric greenhouse gases (2019) (39)
Simulated hydroclimatic impacts of projected Brazilian sugarcane expansion (2013) (39)
Crop Responses to Climate: Time-Series Models (2010) (38)
Satellite mapping of tillage practices in the North Central US region from 2005 to 2016 (2019) (37)
Anticipated burden and mitigation of carbon-dioxide-induced nutritional deficiencies and related diseases: A simulation modeling study (2018) (37)
US maize adaptability (2013) (37)
Evaluating the Contribution of Weather to Maize and Wheat Yield Trends in 12 U.S. Counties (2012) (36)
Climate extremes in California agriculture (2011) (36)
A million kernels of truth: Insights into scalable satellite maize yield mapping and yield gap analysis from an extensive ground dataset in the US Corn Belt (2021) (35)
Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty (2019) (34)
Satellites reveal a small positive yield effect from conservation tillage across the US Corn Belt (2019) (33)
Satellite evidence for yield growth opportunities in Northwest India (2010) (32)
The global overlap of bioenergy and carbon sequestration potential (2018) (32)
Using satellite remote sensing to understand maize yield gaps in the North China Plain (2015) (31)
Sight for Sorghums: Comparisons of Satellite- and Ground-Based Sorghum Yield Estimates in Mali (2019) (30)
The impact of agricultural interventions can be doubled by using satellite data (2019) (29)
Temperature and violence (2014) (28)
How much will precision nitrogen management pay off? An evaluation based on simulating thousands of corn fields over the US Corn-Belt (2019) (28)
Learning to Interpret Satellite Images Using Wikipedia (2018) (26)
Synthesis and Review: an inter-method comparison of climate change impacts on agriculture (2018) (26)
Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery (2019) (26)
Interpreting recent temperature trends in California (2007) (24)
Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning (2017) (24)
Eyes in the Sky, Boots on the Ground: Assessing Satellite- and Ground-Based Approaches to Crop Yield Measurement and Analysis in Uganda (2018) (24)
Reply to Sutton et al.: Relationship between temperature and conflict is robust (2010) (23)
Using Sentinel-1, Sentinel-2, and Planet Imagery to Map Crop Type of Smallholder Farms (2021) (22)
Learning to Interpret Satellite Images in Global Scale Using Wikipedia (2019) (22)
Historical effects of CO2 and climate trends on global crop water demand (2017) (20)
Using remotely sensed temperature to estimate climate response functions (2017) (20)
Differences, or lack thereof, in wheat and maize yields under three low-warming scenarios (2018) (19)
Crop yields in a geoengineered climate. Nature Clim Chang 2:101-105 (2012) (19)
Weather-based yield forecasts developed for 12 California crops (2006) (19)
Two Shifts for Crop Mapping: Leveraging Aggregate Crop Statistics to Improve Satellite-based Maps in New Regions (2021) (18)
Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach (2021) (18)
Laboratory and Field Measurements (2013) (17)
An approach to understanding persistent yield variation—A case study in North China Plain (2016) (17)
From sunlight to seed: Assessing limits to solar radiation capture and conversion in agro-ecosystems (2020) (17)
Summary for Policy Makers: Working group 11 contribution to the fifth assessment report of the Intergovernmental panel on Climate Change (2014) (17)
Economic impacts of climate change on agriculture to 2030. (2010) (16)
Seasonal energy storage using bioenergy production from abandoned croplands (2013) (16)
Assessing the heterogeneity and persistence of farmers’ maize yield performance across the North China Plain (2017) (16)
Scalable deep learning to identify brick kilns and aid regulatory capacity (2021) (16)
Farm Parcel Delineation Using Spatio-temporal Convolutional Networks (2020) (16)
Hyperion Studies Of Crop Stress In Mexico (2004) (14)
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning (2021) (14)
Satellite Monitoring of Yield Responses to Irrigation Practices across Thousands of Fields (2008) (14)
Efficient Poverty Mapping from High Resolution Remote Sensing Images (2021) (14)
Response to Comment on "Climate and Management Contributions to Recent Trends in U.S. Agricultural Yields" (2003) (13)
Cleaner air has contributed one-fifth of US maize and soybean yield gains since 1999 (2021) (13)
The Historical Impact of Anthropogenic Climate Change on Global Agricultural Productivity (2020) (13)
The Hot Serial Cereal Experiment for modeling wheat response to temperature: field experiments and AgMIP-Wheat multi-model simulations (2018) (12)
The impact of groundwater depletion on agricultural production in India (2021) (12)
Climate and Social Stress: Implications for Security Analysis (2012) (12)
Combining GEDI and Sentinel-2 for wall-to-wall mapping of tall and short crops (2021) (12)
Commodity Prices and Volatility in Response to Anticipated Climate Change (2012) (12)
The International Heat Stress Genotype Experiment for modeling wheat response to heat: field experiments and AgMIP-Wheat multi-model simulations (2017) (12)
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery (2022) (11)
High-Resolution Soybean Yield Mapping Across the US Midwest Using Subfield Harvester Data (2020) (11)
The case of the missing wheat (2012) (11)
Getting Ahead of the Curve: Supporting Adaptation to Long-term Climate Change and Short-term Climate Variability Alike (2013) (11)
Evaluation of soil-dependent crop yield outcomes in Nepal using ground and satellite-based approaches (2019) (10)
Efficient Poverty Mapping using Deep Reinforcement Learning (2020) (10)
IS-COUNT: Large-scale Object Counting from Satellite Images with Covariate-based Importance Sampling (2021) (9)
Deep Learning For Crop Yield Prediction in Africa (2019) (9)
Predicting Livelihood Indicators from Community-Generated Street-Level Imagery (2021) (9)
Factors Constraining Timely Sowing of Wheat as an Adaptation to Climate Change in Eastern India (2020) (8)
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis (2021) (8)
Hierarchical modeling of seed variety yields and decision making for future planting plans (2017) (8)
Rotation Effects on Corn and Soybean Yield Inferred from Satellite and Field‐level Data (2019) (8)
On the role of anthropogenic climate change in the emerging food crisis in southern Africa in the 2019–2020 growing season (2020) (8)
Climate and Crop Yields in Australia, Brazil, China, Europe and the United States (2013) (8)
Pharaoh's Dream Revisited: An Integrated US Midwest Field Research Network for Climate Adaptation (2016) (8)
Satellite‐Based Detection of Salinity and Sodicity Impacts on Wheat Production in the Mexicali Valley (2011) (7)
Tile2Vec: Unsupervised representation learning for remote sensing data (2018) (7)
Twice Is Nice: The Benefits of Two Ground Measures for Evaluating the Accuracy of Satellite-Based Sustainability Estimates (2021) (7)
Global and Regional Assessments (2010) (7)
Perennial questions of hydrology and climate. (2010) (7)
Prior crop season management constrains farmer adaptation to warming temperatures: Evidence from the Indo-Gangetic Plains (2021) (6)
Corrigendum: Satellite detection of cover crops and their effects on crop yield in the Midwestern United States (2018 Environ. Res. Let. 13 064033) (2019) (6)
Feedbacks of Terrestrial Ecosystems to Climate (2007) (5)
Globally ubiquitous negative effects of nitrogen dioxide on crop growth (2022) (5)
Comment on "Methodology and results of calculating Central California surface temperature trends: evidence of human-induced climate change?" by Christy et al. (2006) (2006) (5)
Biophysical and Economic Uncertainty in the Analysis of Poverty Impacts of Climate Change (2011) (4)
Reply to 'Temperature and drought effects on maize yield' (2014) (4)
Using publicly available satellite imagery and deep learning to understand economic well-being in Africa (2020) (4)
Impacts of climate change on agriculture (2012) (4)
Climate change impacts on food security and nutrition (2010) (4)
An assessment of wheat breeding gains in hot environments (2012) (4)
Viewpoint: Principles and priorities for one CGIAR (2020) (3)
Reply to Gonsamo and Chen: Yield findings independent of cause of climate trends (2015) (3)
Combining randomized field experiments with observational satellite data to assess the benefits of crop rotations on yields (2021) (3)
in hot environments An assessment of wheat yield sensitivity and breeding gains (2012) (3)
Mapping Sugarcane in Central India with Smartphone Crowdsourcing (2022) (3)
IPCC WGII AR5 Chapter 22. Africa (2014) (3)
Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision (2022) (3)
On the benefits of index insurance in US agriculture: a large-scale analysis using satellite data. (2020) (2)
Co-location opportunities for renewable energy and agriculture in Northwestern India: Tradeoffs and Synergies (2014) (2)
Agricultural Research and Management at the Field Scale (2012) (2)
Insights into Effective Satellite Crop Yield Estimation from an Extensive Ground Truth Dataset in the US Corn Belt (2019) (2)
Carbon, Biophysics, and Climate: Where do Forests Warm? Where do Forests Cool? (2006) (2)
Predicting Livelihood Indicators from Crowdsourced Street Level Images (2020) (2)
Recent cover crop adoption is associated with small maize and soybean yield losses in the United States (2022) (2)
African Agriculture in 2050: Climate Change Impacts and Adaptation Options (2010) (2)
Suitability of index insurance: new insights from satellite data (2020) (2)
AutoSWIR: A SPECTRAL UNMIXING ALGORITHM USING 2000-2400 nm ENDMEMBERS AND MONTE CARLO ANALYSIS (2000) (2)
Satellite Estimates of Crop Area and Maize Yield in Zambia’s Agricultural Districts (2015) (2)
Understanding economic development in rural Africa using satellite imagery, building footprints and deep models (2022) (1)
Interpretation of Recent Temperature Trends in California (2007) (1)
Global Drought Monitoring and Forecasting based on Satellite Data and Land Surface Modeling (2010) (1)
Climate change impacts on African agriculture: Uncertainties and implications for adaptation (2009) (1)
Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution (2022) (1)
Update on Climate Change and Global Crop Productivity The In fl uence of Climate Change on Global Crop Productivity 1 (2012) (1)
Adapting agriculture to climate change : The role of crop wild relatives Summary Statement from a Bellagio Meeting 6-10 September 2010 (2011) (1)
Evaluating maize yield response to fertilizer and soil in Mexico using ground and satellite approaches (2022) (1)
Optimal index insurance and basis risk decomposition: an application to Kenya (2021) (1)
Response—Energy Strategies and Efficiency (2009) (1)
Corn-Soy Data Layer (2020) (1)
Radically rethinking agriculture for the 21st century. Perspective (2010) (1)
Building Coverage Estimation with Low-resolution Remote Sensing Imagery (2023) (1)
Annual field-scale maps of tall and short crops at the global scale using GEDI and Sentinel-2 (2022) (1)
Chapter 2 Climate Effects on Food Security : An Overview (2010) (1)
Coping with Climate Change and Building Resilience (2021) (0)
TROPOMI solar-induced chlorophyll fluorescence improves the monitoring of crop productivity (2019) (0)
Towards accurate models of global crop-climate interactions (Invited) (2010) (0)
Tracking big and small agriculture with new satellite sensors (2017) (0)
Can Multiple Cropping Help to Avoid the Impacts of Heat Extremes? The Case of Winter Wheat/Soybean Double Cropping in the United States (2014) (0)
Will Biofuel Expansion Mitigate Climate Change (2007) (0)
Agriculture: Global warming could hurt crops (2014) (0)
ShiftsinAfricancropclimatesby2050,andtheimplicationsforcropimprovement and genetic resources conservation (2009) (0)
Investigating the Yield Impacts of Conservation Tillage in the US Corn Belt using Landsat (2019) (0)
Evaluating climate change impacts and adaptation options for agriculture in West Africa: a multi-model comparison (2013) (0)
Warming and Crop Production in the US and Beyond (2009) (0)
Towards Real-Time Mapping of Smallholder Maize Yields Using Multiple New Sensors (2016) (0)
Lobell, Rickaby, and Vrugt Receive 2010 James B. Macelwane Medals (2011) (0)
Global crop yield losses from recent warming (2006) (0)
Beyond extreme temperatures: soil water supply and yield variability (2014) (0)
Field-scale dynamics of planting dates in the US Corn Belt from 2000 to 2020 (2023) (0)
Meta-Learning For Few-Shot Time Series Classification (2020) (0)
Replication Data for: Historical climate trends, deforestation, and maize and bean yields in Nicaragua (2015) (0)
Higher levels of no-till agriculture associated with lower PM2.5 in the Corn Belt (2022) (0)
Center on Food Security and the Environment Stanford Symposium Series on Global Food Policy and Food Security in the 21 st Century Climate Change and Agricultural Adaptation (2012) (0)
Rising (2020) (0)
Growing sensitivity of maizeto water scarcity under climatechange (2016) (0)
Historical patterns and drivers of global crop water demand. (2015) (0)
Atmospheric Climate Model Experiments Performed at Multiple Horizontal Resolutions (2007) (0)
Impacts on Maize and Wheat Crops of Alternative Warming Scenarios (2018) (0)
Using Satellite Data to Unpack Causes of Yield Gaps in India's Wheat Belt (2016) (0)
Lawrence Berkeley National Laboratory Recent Work Title The challenge to detect and attribute effects of climate change on human and natural systems Permalink (2013) (0)
Modeling Regional Carbon Fluxes in Agriculture with New Remote Sensing Observations (2001) (0)
Ecology: Ocean reserves miss key target (2014) (0)
Mapping soil salinity in the Colorado River delta region: scaling from point to regional scales with multi-year satellite imagery (2005) (0)
Food Insecurity - A 21st Century Threat to Global Security and Stability (2018) (0)
With big data come big problems: pitfalls in measuring basis risk for crop index insurance (2022) (0)
1 Incorporating Climate Uncertainty into Estimates of Climate Change Impacts (2012) (0)
Coping with climate variability and long-term climate trends for Nicaraguan maize-bean farmers (Invited) (2013) (0)
Weather-based forecasts of California crop yields (2005) (0)
Mapping Crop Types in India with Crowdsourced Data and Deep Learning (2019) (0)
Assessing climate impacts and adaptation options for cereal systems in West Africa. [K-3330b-01] (2015) (0)
CORRESPONDENCE: Temperature and violence (2014) (0)
Landsat-Based Reconstruction of Corn and Soybean Yield Histories in the United States Since 1999 (2020) (0)
Planetary science: Titan's sea is super salty (2014) (0)
Proceedings of the 2nd Annual National Viticulture Research Conference (2017) (0)
Economic impacts of climate change on agriculture: a comparison of process-based and statistical yield models (2017) (0)
Cancer: Roving tumour cells tracked down (2014) (0)
Mapping twenty years of corn and soybean across the US Midwest using the Landsat archive (2020) (0)
Effects of geoengineering on crop yields (2011) (0)
2030 Prioritizing Climate Change Adaptation Needs for Food Security in (2012) (0)
Scaling up Satellite-Based Crop Yield Mapping at the Field Scale: Recent Progress and Testing (2014) (0)
Empirically Estimating the Potential for Farm-Level Adaptation to Climate Change in Western European Agriculture (2013) (0)
Weakly Supervised Deep Learning for Segmentation of Cropland in Remote Sensing Imagery (2018) (0)
Assessing the future of crop yield variability in the United States with downscaled climate projections (Invited) (2010) (0)
Relaxing Credit and Information Constraints: Five-Year Experimental Evidence from Tanzanian Agriculture (2022) (0)
Toward global crop type mapping using a hybrid machine learning approach and multi-sensor imagery (2017) (0)
How have uncertainties in projected yields changed between AR4 and AR5 (2014) (0)
Combining satellite remote sensing and surveys to understand persistent yield variation--- a case study in North China Plain (2015) (0)
Heat, frost and drought – what are the trends? (2016) (0)
Hydrometeorological Extremes and Food Security: Lessons from the 2011 and 2012 harvests in the United States (2012) (0)
Vulnerability of High-Quality Winegrowing to Climate Change in California (2009) (0)
Agricultural Adaptations to Climate Changes in West Africa (2014) (0)

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