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Philippe Ciais

University of Paris-Saclay

SCHOLARLY PAPERS

16

DOWNLOADS

915

TOTAL CITATIONS

0

Scholarly Papers (16)

Enabling 30 M Maize Mapping Without Ground Reference Leveraging Multiple Satellite Platforms in Brazil and Argentina

Number of pages: 50 Posted: 26 Feb 2025
Seoul National University, Seoul National University, University of Paris-Saclay, University of Paris-Saclay - INRAE, Seoul National University, Seoul National University, Seoul National University and affiliation not provided to SSRN
Downloads 111 (639,071)

Abstract:

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Maize mapping, Without field-visits, Cropping intensity, Transfer-learning, Google Earth Engine

Enabling 30 M Maize Mapping Without Ground Reference Leveraging Multiple Satellite Platforms in Brazil and Argentina

Number of pages: 46 Posted: 25 Jan 2025
Seoul National University, Seoul National University, University of Paris-Saclay, University of Paris-Saclay - INRAE, Seoul National University, Seoul National University, Seoul National University and affiliation not provided to SSRN
Downloads 72 (871,518)

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Maize mapping, Without field-visits, Cropping intensity, Random Forest, Google Earth Engine

2.

Early Forecasting of Corn Yield and Price Variations Using Satellite Vegetation Products

Number of pages: 32 Posted: 17 Apr 2023 Last Revised: 24 May 2024
affiliation not provided to SSRN, University of Paris-Saclay - INRAE, University of Paris-Saclay and affiliation not provided to SSRN
Downloads 125 (592,433)

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Satellite product, corn yield, Commodity price, Forecasting tool

3.

The spatial extent of agroforestry lands in Africa

Number of pages: 33 Posted: 03 Dec 2025
Tsinghua University, University of Copenhagen, University of Paris-Saclay, University of Paris-Saclay - INRAE, Seoul National University, affiliation not provided to SSRN, Tsinghua University, Tsinghua University, Tsinghua University, Tsinghua University, affiliation not provided to SSRN, University of Copenhagen, affiliation not provided to SSRN, Chinese Academy of Sciences, China Agricultural University and Tsinghua University
Downloads 69 (891,180)

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Agroforestry, trees in croplands, trees in rows, scattered trees, U-Net

4.

Soil Nitrous Oxide Emissions Across the Northern High Latitudes

Number of pages: 25 Posted: 15 Oct 2024
Boston College, Boston College, affiliation not provided to SSRN, Boston College, Castray Esplanade - CSIRO Oceans and Atmosphere, Zhejiang University, University of Paris-Saclay, University of Maryland, College Park, Stockholm University, affiliation not provided to SSRN, Stanford University, University of Bern, University of Bern, University of Minnesota - Minneapolis, Lund University, Japan Agency for Marine-Earth Science and Technology, Norwegian Institute for Air Research, Laboratoire des Sciences du Climat et de l'Environnement (LSCE), University of Minnesota - Minneapolis, University of Leeds, Boston College and Max Planck Institute for Biogeochemistry
Downloads 68 (891,180)

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Nitrous oxide, Northern high latitudes, Climate change, Anthropogenic activities

5.

Brick Kilns Across India: A Temporal Analysis of Brick Kiln Distribution and Technology Types

Number of pages: 38 Posted: 20 Mar 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Munster, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Münster and University of Paris-Saclay
Downloads 67 (961,006)

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air pollution, Brick Kilns, Deep learning, India, National Mapping

6.

Bayesian Inversion of Nox Emissions Over Northern Egypt Using Tropomi-No2 Satellite Observations

Number of pages: 28 Posted: 13 Mar 2025
affiliation not provided to SSRN, University of Reims Champagne-Ardenne, University of Paris-Saclay, 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 and affiliation not provided to SSRN
Downloads 64 (942,565)

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Nitrogen oxides, Bayesian Inversion, TROPOMI, Fossil fuel emissions, nonlinear optimization, mesoscale modelling

7.

A Novel Amsr2 Retrieval Algorithm for Global C-Band Vegetation Optical Depth and Soil Moisture (Amsr2 Ib): Parameters’ Calibration, Evaluation and Inter-Comparison

Number of pages: 68 Posted: 31 Mar 2024
Zhengzhou University, University of Paris-Saclay, affiliation not provided to SSRN, Peking University, Southwest University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Peking University and affiliation not provided to SSRN
Downloads 61 (951,658)

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AMSR2, Retrieval algorithm, Soil moisture, VOD, soil roughness, vegetation effective scattering albedo

8.

Quantitative Predictions of Crop Yields and Prices from Satellite-Based Machine Learning: Applications to Soybean and Corn

Number of pages: 41 Posted: 22 Jan 2025
Florian Teste, David Makowski and Philippe Ciais
affiliation not provided to SSRN, University of Paris-Saclay - INRAE and University of Paris-Saclay
Downloads 54 (1,020,567)

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Food security, Agricultural commodity price forecasting, Machine learning, Satellite data, Dimension reduction

9.

High-resolution modeling and conservation scenario analysis of French gas consumption under climate and gas-supply shifts

Number of pages: 43 Posted: 28 Nov 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Centre d’Analyse et de Mathématique Sociales (CAMS, CNRS-EHESS) and University of Paris-Saclay
Downloads 52 (1,041,696)

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Natural gas consumption, Downscaling, Machine learning, Climate change

10.

Spatial variations in mean annual temperature affect carbon storage density in Eurasian boreal forests in relation to forest type, stocking degree, and forest age

Number of pages: 49 Posted: 12 Dec 2025
affiliation not provided to SSRN, University of Algarve, affiliation not provided to SSRN, University of Eastern Finland, University of Paris-Saclay, Government of Canada - Canadian Forest Service, Purdue University, University of Aberdeen, University of Aberdeen, University of Minnesota - Twin Cities, University of Alberta, Norwegian Institute of Bioeconomy Research, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Algarve, Woodwell Climate Research Center, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Hiroshima University
Downloads 39 (1,196,171)

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aboveground biomass, forest carbon, biogeography, carbon dynamics, climate change, macroecology, temperature, stocking degree, planted forests, forest successional stage

11.

Future Hotter Summer Greatly Increases Residential Electricity Consumption in Beijing: A Study Based on Different House Layouts and Shared Socioeconomic Pathways

Number of pages: 36 Posted: 23 Dec 2022
China Agricultural University, 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, affiliation not provided to SSRN, China Agricultural University, CSIC, Global Ecology Unit CREAF-CSIC-UAB, CSIC, Global Ecology Unit CREAF-CSIC-UAB, Castray Esplanade - CSIRO Oceans and Atmosphere, University of Paris-Saclay, China Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN and China Agricultural University
Downloads 39 (1,196,171)

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climate change, house layouts, residential electricity consumption, extreme hot events, shared socioeconomic pathways

12.

Memory-Based Deep Learning Integrating Multi-Source Satellite Data Leads to Improved Estimation of Net Ecosystem Co2 Exchange Over North America

Number of pages: 61 Posted: 16 Jun 2025
affiliation not provided to SSRN, Zhejiang University of Technology, affiliation not provided to SSRN, Hohai University, University of New Hampshire, affiliation not provided to SSRN, University of Paris-Saclay, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Hong Kong - University of Hong Kong, Anhui Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN and Nanjing University
Downloads 38 (1,209,354)

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Net ecosystem CO2 exchange, Carbon flux upscaling, Interannual variations, Memory effect, Long Short-Term Memory (LSTM) networks

13.

Winter Wheat Yield Anomaly Prediction Using Sentinel-2 Derived Gross Primary Production

Number of pages: 19 Posted: 20 May 2024
University of Paris-Saclay, University of Paris-Saclay, University of Paris-Saclay - INRAE and University of Montpellier
Downloads 34 (1,263,436)

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Forecasting tool, Satellite data, Wheat yields, Photosynthetic flux

14.

Critical Hydroclimatic Transitions in Afrotropical Ecosystems

Number of pages: 42 Posted: 02 Apr 2026
Ghent University, Ghent University, KU Leuven, Ghent University, University of Paris-Saclay, Université Catholique de Louvain, Université Catholique de Louvain, Ghent University, Ghent University, University of Oxford - School of Geography and Environment, Ghent University, Ghent University, Université Libre de Bruxelles, Vrije Universiteit Brussel (VUB), Ghent University, Ghent University, Ghent University, École normale supérieure Paris-Saclay and Ghent University
Downloads 15 (1,500,778)

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tropical forests, Water deficits, Central Africa, Earth system models, biomes, Hydroclimate shifts

15.

Dramatically Increasing Control of Vegetation Type on Fires Under Extreme Droughts

Number of pages: 23 Posted: 18 May 2026
Tsinghua University, University of Reading, Université Paris Saclay, University of Paris-Saclay, Chinese Academy of Sciences, Tsinghua University, Taizhou University, Tsinghua University, Tsinghua University, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 7 (1,566,597)

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wildfire, Climate change, vegetation-feedback, boreal forest

16.

Global Sorghum Production Dataset for Temperate to Subtropical Regions at Subnational Scale Over 2000-2020

Posted: 02 Jul 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Paris-Saclay - INRAE, affiliation not provided to SSRN, University of Paris-Saclay and affiliation not provided to SSRN

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Sorghum, Yield, Harvested Area, Production, Historical Data