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Jianbo Qi

Beijing Normal University (BNU)

SCHOLARLY PAPERS

10

DOWNLOADS

734

TOTAL CITATIONS

1

Scholarly Papers (10)

1.

The cmSCOPE Model: A simple adaptation of the SCOPE model to describe the vertically stratified heterogeneity of maize growth and stress dynamics

Number of pages: 142 Posted: 02 Sep 2025
affiliation not provided to SSRN, Chinese Academy of Sciences (CAS), Peking University, affiliation not provided to SSRN, Nanjing Normal University, affiliation not provided to SSRN, Beijing Normal University (BNU), Jilin University (JLU), Hunan Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Hong Kong, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 120 (604,538)

Abstract:

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Coupled Maize Model, Horizontal Heterogeneity, Vertical Heterogeneity, Radiative Transfer Model, SCOPE Model, Vertical Profile of Physicochemical Parameters

2.

Land Surface Disturbance Detection Via Manifold Learning-Based Satellite Image Time Series Forecasting

Number of pages: 37 Posted: 17 Jun 2024
affiliation not provided to SSRN, Beijing Normal University (BNU), Zhejiang University, Beijing Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Normal University (BNU) - Faculty of Geographical Science, affiliation not provided to SSRN and Beijing Normal University (BNU)
Downloads 118 (617,542)
Citation 1

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Land disturbances detection, Time-series, Dimension reduction, Anomaly detection, Manifold learning

3.

Retrieving Fine-scale Leaf and Soil Optical Properties from Canopy Reflectance with Differentiable 3D Radiative Transfer

Number of pages: 27 Posted: 12 May 2025
Jianbo Qi, Jifan Wei and Donghui Xie
Beijing Normal University (BNU), Beijing Normal University (BNU) and Beijing Normal University (BNU)
Downloads 91 (765,566)

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remote sensing modeling, 3D radaitive transfer, vegetation remote sensing, LESS, Differentiable modeling

4.

Ai-Powered Super-Resolution Boosts Earth Observation for Scalable Sdg Monitoring

Number of pages: 29 Posted: 05 Aug 2025
affiliation not provided to SSRN, Beijing Normal University (BNU), University of Copenhagen, Southwest University, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Forestry University, Beijing Normal University (BNU), Beijing Normal University (BNU) and Beijing Normal University (BNU)
Downloads 75 (844,901)

Abstract:

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Super-resolution, Sentinel-2, Sustainable Development Goals (SDGs), Continental-scale validation, Agricultural parcel mapping, Urban footprint extraction, Open EO platform

5.

Retrieving Fine-Scale Leaf and Soil Spectral Properties from Canopy Reflectance with Differentiable 3d Radiative Transfer (I): Theory and Consistency Validation

Number of pages: 33 Posted: 19 Apr 2025
Jianbo Qi, Jifan Wei, Mengqi Xia and Donghui Xie
Beijing Normal University (BNU), Beijing Normal University (BNU), Yale University and Beijing Normal University (BNU)
Downloads 63 (933,592)

Abstract:

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Radiative Transfer, Differentiable modeling, 3D, LESS

6.

Enhancing Leaf Area Index Estimation in Forests Using 3d Radiative Transfer Modeling and Deep Learning with Sub-Pixel Canopy Heterogeneity

Number of pages: 40 Posted: 12 Jul 2025
Mengyao Li, Jianbo Qi and Qiao Wang
affiliation not provided to SSRN, Beijing Normal University (BNU) and Beijing Normal University (BNU)
Downloads 59 (1,000,027)

Abstract:

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LAI inversion, 3D radiative transfer model, Canopy height map, Deep learning

7.

A Robust and Efficient Deep Optimization Network for Spatiotemporal Data Fusion

Number of pages: 33 Posted: 22 May 2024
affiliation not provided to SSRN, Beijing Normal University (BNU), affiliation not provided to SSRN, Beijing Normal University (BNU), affiliation not provided to SSRN and Beijing Normal University (BNU)
Downloads 57 (989,921)

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Spatiotemporal fusion, Data fusion, MODIS, Landsat, Super resolution

8.

A Robust Two-Stage Framework for Maize Above-Ground Biomass Prediction Integrating Spectral Remote Sensing and Allometric Growth Model

Number of pages: 31 Posted: 15 Oct 2024
Henan Agricultural University, Henan Agricultural University, Beijing Normal University (BNU), Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Beijing Academy of Agriculture and Forestry Sciences, Henan Agricultural University, Henan Agricultural University and Henan Agricultural University
Downloads 56 (1,000,027)

Abstract:

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maize, Above-ground biomass (AGB), Radiative transfer modelling, Allometric growth model, Spectral remote sensing

9.

The cmSCOPE Model (II): A simple adaptation of the SCOPE model to characterize vertically stratified heterogeneity of maize disease stress traits

Number of pages: 92 Posted: 17 Oct 2025
Peking University, Chinese Academy of Sciences (CAS), Jilin University (JLU), affiliation not provided to SSRN, Nanjing Normal University, Beijing Normal University (BNU), Hunan Agricultural University, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Anhui University, Xinjiang Agricultural University, affiliation not provided to SSRN and Peking University
Downloads 54 (1,031,043)

Abstract:

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Coupled Maize Model, mSCOPE Model, SEIR model, 3D lesion distribution, Disease stress traits, Radiative transfer model

10.

Water-Surface Anomaly Type Identification Based on Deep Multisphere Decision Boundaries using Remote Sensing Data

Number of pages: 23 Posted: 26 Nov 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Normal University (BNU), Beijing Normal University and Beijing Normal University (BNU)
Downloads 41 (1,183,237)

Abstract:

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Earth's surface anomalies, Immediate remote sensing, Remote sensing features, Decision boundary