terclim by ICS banner
IVES 9 IVES Conference Series 9 Downscaling of remote sensing time series: thermal zone classification approach in Gironde region

Downscaling of remote sensing time series: thermal zone classification approach in Gironde region

Abstract

In viticulture, the challenges of local climate modeling are multiple: taking into account the local environment, fine temporal and spatial scales, reliable time series of climate data, ease of implementation, and reproducibility of the method. At the local scale, recent studies have demonstrated the contribution of spatialization methods for ground-based climate observation data considering topographic factors such as altitude, slope, aspect, and geographic coordinates (Le Roux et al, 2017; De Rességuier et al, 2020). However, these studies have shown questions in terms of the reproducibility and sustainability of this type of climate study. In this context, we evaluated the potential of MODIS thermal satellite images validated with ground-based climate data (Morin et al, 2020). Previous studies have been encouraging, but questions remain to be explored at the regional scale, particularly in the dynamics of the massive use of bioclimatic indices to classify the climate of wine regions. The results at the local scale were encouraging, but this approach was tested in the current study at the regional scale. Several objectives were set: 1) to evaluate the downscaling method for land surface temperature time series, 2) to identify regional thermal structure variations. We used weekly minimum and maximum surface temperature time series acquired by MODIS satellites at a spatial resolution of 1000 m and downscaled at 500 m using topographical variables. Two types of analyses were performed:

Identification and monitoring of spatial thermal structures by unsupervised clustering method from land surface temperatures modelled at 500m using the topographical factors
Evaluation of the land surface temperature clustering method by statistical analysis based on topographical factors.

The first results have demonstrated the potential of the clustering method to identify thermal variations on a regional scale during the vegetative season between 2012 and 2018 without the need for ground climate data.

DOI:

Publication date: May 5, 2022

Issue: Terclim 2022

Type: Poster

Authors

Gwenaël Morin1, Pierre-Gilles Lemasle2, Renan Le Roux and Hervé Quénol3 

1LETG-Rennes, UMR 6554 CNRS – Université Rennes 2, Rennes, France
2US 116 Agroclim, INRAE, Avignon, France

Contact the author

Keywords

climate modelling, thermal satellite, land surface temperature, regional scale, topographical variables

Tags

IVES Conference Series | Terclim 2022

Citation

Related articles…

Consequences of apical leaf removal on grapevine water status, heat damage, yield and grape ripening on Pinot n and Chardonnay

Climate change presents a significant challenge to grape growing worldwide as increased temperatures lead to wines with increased sugar and pH levels. Manipulation of the exposed leaf area is a powerful lever governing the assimilation and storage of non-structural carbohydrates in grapevines. Reducing the leaf-to-fruit ratio is now considered as a tool for adapting to hotter and dryer grape growing conditions.

Control of microbial development in wines elaborated by carbonic maceration

Carbonic Maceration (CM) winemaking is typically used in different European regions. But It is paradoxical that being a traditional processing system and widely used in many wineries, some of the phenomena that take place and the parameters that characterize them are barely known. In this vinification system the intact grape clusters are placed in a carbon dioxide (CO2) enriched medium, and they immediately change from a respiratory metabolism to an anaerobic fermentative metabolism called intracellular fermentation, which is carried out by grape enzymes. But some grapes located in the lower zone of the tank are crushed by the weight of the ones above and release must, which is fermented by yeasts.

Diversity of leaf functioning under water deficit in a large grapevine panel: high throughput phenotyping and genetic analyses

Water resource is a major limiting factor impacted by climate change that threatens grapevine production and quality. Understanding the ecophysiological mechanisms involved in the response to water deficit is crucial to select new varieties more drought tolerant. A major bottleneck that hampers such advances is the lack of methods for measuring fine functioning traits on thousands of plants as required for genetic analyses. This study aimed at investigating how water deficit affects the trade-off between carbon gains and water losses in a large panel representative of the Vitis vinifera genetic diversity. 250 genotypes were grown under 3 watering scenarios (well-watered, moderate and severe water deficit) in a high-throughput phenotyping platform.

Multicriteria assessment of 11 agroecological viticulture systems during six years

Context and purpose of the study. Modern conventional agriculture, including viticulture, relies greatly on the use of chemical inputs, especially synthetic pesticides.

Flavor Enhancement Of Neutral White Wines By Mango Peel Products

Varietal flavor is commonly known as the aromatic character of a wine in which the aroma of a particular grape variety predominates. However, not all varieties present particularly pronounced aromas. Therefore, different methods are constantly sought to enhance the aroma of wines with neutral aromatic characteristics, such as the use of glycosidases (1), certain yeast strains (2) or maceration with different agricultural products. In this work, aiming to improve the sensory profile together with the diversification of this product, white wines, derived from a neutral grape variety, were elaborated with the addition of mango peel by-products.