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Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest

Environmental research letters, 2020-06, Vol.15 (6), p.64005

2020

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How Universal is the Relationship Between Remotely Sensed Vegetation Indices and Crop Leaf Area Index? A Global Assessment

Remote sensing (Basel, Switzerland), 2016-07, Vol.8 (7), p.597-597

2016

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Early Identification of Seed Maize and Common Maize Production Fields Using Sentinel-2 Images

Remote sensing (Basel, Switzerland), 2020-07, Vol.12 (13), p.2140

2020

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Field-level crop yield mapping with Landsat using a hierarchical data assimilation approach

Remote sensing of environment, 2019-07, Vol.228 (C), p.144-163

2019

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Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach

Remote sensing of environment, 2021-06, Vol.259, p.112408, Article 112408

2021

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Evaluation of the Uncertainty in Satellite-Based Crop State Variable Retrievals Due to Site and Growth Stage Specific Factors and Their Potential in Coupling with Crop Growth Models

Remote sensing (Basel, Switzerland), 2019-08, Vol.11 (16), p.1928-1928

2019

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A data-driven approach to estimate leaf area index for Landsat images over the contiguous US

Remote sensing of environment, 2021-06, Vol.258, p.112383, Article 112383

2021

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Using automated machine learning for the upscaling of gross primary productivity

Biogeosciences, 2024-05, Vol.21 (10), p.2447-2472

2024

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Correcting confounding canopy structure, biochemistry and soil background effects improves leaf area index estimates across diverse ecosystems from Sentinel-2 imagery

Remote sensing of environment, 2024-08, Vol.309, p.114224, Article 114224

2024

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OpenET: Filling a Critical Data Gap in Water Management for the Western United States

Journal of the American Water Resources Association, 2022-12, Vol.58 (6), p.971-994

2022

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A deep transfer learning framework for mapping high spatiotemporal resolution LAI

ISPRS journal of photogrammetry and remote sensing, 2023-12, Vol.206 (C), p.30-48

2023

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Evaluation of satellite Leaf Area Index in California vineyards for improving water use estimation

Irrigation science, 2022-09, Vol.40 (4-5), p.531-551

2022

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Net fluxes of broadband shortwave and photosynthetically active radiation complement NDVI and near infrared reflectance of vegetation to explain gross photosynthesis variability across ecosystems and climate

Remote sensing of environment, 2024-06, Vol.307 (C), p.114123, Article 114123

2024

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Towards Operational Monitoring of the Agroecosystems with Satellite Remote Sensing: A Case Study in the Midwest U.S

Kang, Yanghui

2020

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OpenET: Filling a Critical Data Gap in Water Management for the Western United States

Journal of the American Water Resources Association, 2021-11, Vol.58 (6)

2021

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An Operational Data-Driven Framework For Developing High-Resolution Leaf Area Index Products

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.2185-2187

2023

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Soil surface roughness estimation using multiangular remote sensing observations:a preliminary study

Yao gan xue bao, 2013, Vol.17 (1), p.180-192

遥感科学国家重点实验室北京师范大学

2013

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A Relational Vulnerability Analytic: Exploring Hybrid Methodologies for Human Dimensions of Climate Change Research in the Himalayas

Himalayan Weather and Climate and their Impact on the Environment, p.493-524

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Boosting performances of triboelectric nanogenerators by optimizing dielectric properties and thickness of electrification layer

RSC advances, 2020-05, Vol.1 (3), p.17752-17759

2020

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The genomic and functional landscapes of developmental plasticity in the American cockroach

Nature communications, 2018-03, Vol.9 (1), p.1008-11, Article 1008

2018

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A flexible triboelectric nanogenerator based on a super-stretchable and self-healable hydrogel as the electrode

Nanoscale, 2020-06, Vol.12 (24), p.12753-12759

2020

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Speckle wavemeter based on a multi-core fiber and compressive imaging

Applied optics (2004), 2024-01, Vol.63 (3), p.846

2024

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Spatial Mode Demodulation of Multimode Interference Sensors by a "Fiber Camera"

Journal of lightwave technology, 2024-10, Vol.42 (19), p.7004-7009

2024

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Probabilistic Energy-to-Amplitude Mapping in a Tapered Superconducting Nanowire Single-Photon Detector

Nano letters, 2022-02, Vol.22 (4), p.1587-1594

2022

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Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest

How Universal is the Relationship Between Remotely Sensed Vegetation Indices and Crop Leaf Area Index? A Global Assessment

Early Identification of Seed Maize and Common Maize Production Fields Using Sentinel-2 Images

Field-level crop yield mapping with Landsat using a hierarchical data assimilation approach

Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach

Evaluation of the Uncertainty in Satellite-Based Crop State Variable Retrievals Due to Site and Growth Stage Specific Factors and Their Potential in Coupling with Crop Growth Models

A data-driven approach to estimate leaf area index for Landsat images over the contiguous US

Using automated machine learning for the upscaling of gross primary productivity

Correcting confounding canopy structure, biochemistry and soil background effects improves leaf area index estimates across diverse ecosystems from Sentinel-2 imagery

OpenET: Filling a Critical Data Gap in Water Management for the Western United States

A deep transfer learning framework for mapping high spatiotemporal resolution LAI

Evaluation of satellite Leaf Area Index in California vineyards for improving water use estimation

Net fluxes of broadband shortwave and photosynthetically active radiation complement NDVI and near infrared reflectance of vegetation to explain gross photosynthesis variability across ecosystems and climate

Towards Operational Monitoring of the Agroecosystems with Satellite Remote Sensing: A Case Study in the Midwest U.S

OpenET: Filling a Critical Data Gap in Water Management for the Western United States

Assessing the accuracy of OpenET satellite-based evapotranspiration data to support water resource and land management applications

An Operational Data-Driven Framework For Developing High-Resolution Leaf Area Index Products

Soil surface roughness estimation using multiangular remote sensing observations:a preliminary study

A Relational Vulnerability Analytic: Exploring Hybrid Methodologies for Human Dimensions of Climate Change Research in the Himalayas

Boosting performances of triboelectric nanogenerators by optimizing dielectric properties and thickness of electrification layer

The genomic and functional landscapes of developmental plasticity in the American cockroach

A flexible triboelectric nanogenerator based on a super-stretchable and self-healable hydrogel as the electrode

Speckle wavemeter based on a multi-core fiber and compressive imaging

Spatial Mode Demodulation of Multimode Interference Sensors by a "Fiber Camera"

Probabilistic Energy-to-Amplitude Mapping in a Tapered Superconducting Nanowire Single-Photon Detector

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