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Gohar Ghazaryan

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

237

TOTAL CITATIONS

1

Scholarly Papers (5)

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1.

Quantifying waterlogging effects on crop production at different spatial scales

Number of pages: 28 Posted: 21 Feb 2026
Surendra Giri, Marlene Palka, Leonardo Inforsato, Gohar Ghazaryan and Claas Nendel
affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 63 (1,063,489)

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Extreme rainfall, Waterlogging, Crop biomass, Process-based modelling, Yield losses

2.

Predicting Regional-Scale Groundwater Levels at High Spatial Resolution Using Spatial Random Forest Models

Number of pages: 33 Posted: 09 May 2025
Ahsan Raza, Masahiro Ryo, Gohar Ghazaryan, Roland Baatz, Magdalena Main-Knorn, Leonardo Inforsato and Claas Nendel
affiliation not provided to SSRN, Leibniz-Centre for Agricultural Landscape Research (ZALF), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP) and affiliation not provided to SSRN
Downloads 54 (1,052,702)

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Machine learning, Spatial interpolation, monthly high-resolution groundwater level mapping, Random Forest for Spatial Interpolation

3.

Using Spatially Explicit Machine Learning to Fine-Scale the Global Gravity-Based Groundwater Product (G3p) for Groundwater Storage Change

Number of pages: 27 Posted: 30 Apr 2025
Ahsan Raza, Masahiro Ryo, Gohar Ghazaryan, Roland Baatz, Leonardo Inforsato and Claas Nendel
affiliation not provided to SSRN, Leibniz-Centre for Agricultural Landscape Research (ZALF), affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP) and affiliation not provided to SSRN
Downloads 49 (1,097,529)

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G3P (Global Gravity-based Groundwater Product)Groundwater Storage Anomalies (GWSA)DownscalingRandom Forest (RF)Multiscale Geographically Weighted Regression (MGWR)GRACE/GRACE-FOHigh-resolution Gridded Estimates

4.

The Impact of Small Woody Features on the Mesoclimate in an Agricultural Landscape

Number of pages: 28 Posted: 17 Apr 2023
Fatemeh Ghafarian, Gohar Ghazaryan, Ralf Wieland and Claas Nendel
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 41 (1,183,237)

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Woody features, cooling effect, mesoclimate, land surface temperature, eccentricity, machine learning

5.

The Impact of Small Woody Features on the Land Surface Temperature in an Agricultural Landscape

Number of pages: 36 Posted: 14 Nov 2023
Fatemeh Ghafarian, Gohar Ghazaryan, Ralf Wieland and Claas Nendel
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 30 (1,359,097)
Citation 1

Abstract:

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Woody features, cooling effect, climate, eccentricity, machine learning