Environmental Drivers of Water Use for Caatinga Woody Plant Species: Combining Remote Sensing Phenology and Sap Flow Measurements
We investigated the water use of Caatinga vegetation, the largest seasonally dry forest in South America. We identified and analysed the environmental phenological drivers in woody species and their relationship with transpiration. To monitor the phenological evolution, we used remote sensing indice...
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Published in | Remote sensing (Basel, Switzerland) Vol. 13; no. 1; p. 75 |
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Abstract | We investigated the water use of Caatinga vegetation, the largest seasonally dry forest in South America. We identified and analysed the environmental phenological drivers in woody species and their relationship with transpiration. To monitor the phenological evolution, we used remote sensing indices at different spatial and temporal scales: normalized difference vegetation index (NDVI), soil adjusted vegetation index (SAVI), and green chromatic coordinate (GCC). To represent the phenology, we used the GCC extracted from in-situ automated digital camera images; indices calculated based on sensors included NDVI, SAVI and GCC from Sentinel-2A and B satellites images, and NDVI products MYD13Q1 and MOD13Q1 from a moderate-resolution imaging spectroradiometer (MODIS). Environmental drivers included continuously monitored rainfall, air temperature, soil moisture, net radiation, and vapour pressure deficit. To monitor soil water status and vegetation water use, we installed soil moisture sensors along three soil profiles and sap flow sensors for five plant species. Our study demonstrated that the near-surface GCC data played an important role in permitting individual monitoring of species, whereas the species’ sap flow data correlated better with NDVI, SAVI, and GCC than with species’ near-surface GCC. The wood density appeared to affect the transpiration cessation times in the dry season, given that species with the lowest wood density reach negligible values of transpiration earlier in the season than those with high woody density. Our results show that soil water availability was the main limiting factor for transpiration during more than 80% of the year, and that both the phenological response and water use are directly related to water availability when relative saturation of the soil profile fell below 0.25. |
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AbstractList | We investigated the water use of Caatinga vegetation, the largest seasonally dry forest in South America. We identified and analysed the environmental phenological drivers in woody species and their relationship with transpiration. To monitor the phenological evolution, we used remote sensing indices at different spatial and temporal scales: normalized difference vegetation index (NDVI), soil adjusted vegetation index (SAVI), and green chromatic coordinate (GCC). To represent the phenology, we used the GCC extracted from in-situ automated digital camera images; indices calculated based on sensors included NDVI, SAVI and GCC from Sentinel-2A and B satellites images, and NDVI products MYD13Q1 and MOD13Q1 from a moderate-resolution imaging spectroradiometer (MODIS). Environmental drivers included continuously monitored rainfall, air temperature, soil moisture, net radiation, and vapour pressure deficit. To monitor soil water status and vegetation water use, we installed soil moisture sensors along three soil profiles and sap flow sensors for five plant species. Our study demonstrated that the near-surface GCC data played an important role in permitting individual monitoring of species, whereas the species’ sap flow data correlated better with NDVI, SAVI, and GCC than with species’ near-surface GCC. The wood density appeared to affect the transpiration cessation times in the dry season, given that species with the lowest wood density reach negligible values of transpiration earlier in the season than those with high woody density. Our results show that soil water availability was the main limiting factor for transpiration during more than 80% of the year, and that both the phenological response and water use are directly related to water availability when relative saturation of the soil profile fell below 0.25. |
Author | Ramos, Desirée Marques Paloschi, Rennan A. Morellato, Leonor Patrícia Cerdeira Borma, Laura De Simone Souza, Rodolfo Nóbrega, Rodolfo L. B. Ventura, Dione J. Souza, Eduardo Körting, Thales Sehn Verhoef, Anne Coutinho, Ítalo Antônio Cotta |
Author_xml | – sequence: 1 givenname: Rennan A. orcidid: 0000-0003-3697-4440 surname: Paloschi fullname: Paloschi, Rennan A. – sequence: 2 givenname: Desirée Marques orcidid: 0000-0002-3342-6708 surname: Ramos fullname: Ramos, Desirée Marques – sequence: 3 givenname: Dione J. orcidid: 0000-0003-3457-8399 surname: Ventura fullname: Ventura, Dione J. – sequence: 4 givenname: Rodolfo orcidid: 0000-0001-7551-0505 surname: Souza fullname: Souza, Rodolfo – sequence: 5 givenname: Eduardo orcidid: 0000-0002-8349-6966 surname: Souza fullname: Souza, Eduardo – sequence: 6 givenname: Leonor Patrícia Cerdeira orcidid: 0000-0001-5265-8988 surname: Morellato fullname: Morellato, Leonor Patrícia Cerdeira – sequence: 7 givenname: Rodolfo L. B. orcidid: 0000-0002-9858-8222 surname: Nóbrega fullname: Nóbrega, Rodolfo L. B. – sequence: 8 givenname: Ítalo Antônio Cotta orcidid: 0000-0002-3571-0243 surname: Coutinho fullname: Coutinho, Ítalo Antônio Cotta – sequence: 9 givenname: Anne orcidid: 0000-0002-9498-6696 surname: Verhoef fullname: Verhoef, Anne – sequence: 10 givenname: Thales Sehn orcidid: 0000-0002-0876-0501 surname: Körting fullname: Körting, Thales Sehn – sequence: 11 givenname: Laura De Simone orcidid: 0000-0003-4496-0612 surname: Borma fullname: Borma, Laura De Simone |
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SubjectTerms | Air monitoring Air temperature automation caatinga cameras Cavitation Density Digital cameras Digital imaging Dry forests Dry season Environmental monitoring evolution Flow measurement Flowers & plants image analysis Measurement techniques MODIS Moisture content monitoring Net radiation normalized difference vegetation index Normalized difference vegetative index phenocams Phenology Physiology plant available water Plant species plant water availability Precipitation rain Rainfall Remote monitoring Remote sensing sap flow Satellite imagery Saturated soils Seasons Senescence Sensors Sentinel-2 Soil moisture Soil profiles Soil properties Soil temperature Soil water South America Species Spectroradiometers Time series Transpiration tree phenology Vapor pressure vapor pressure deficit Vegetation Vegetation index Water availability Water use Wood wood density Woody plants |
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Title | Environmental Drivers of Water Use for Caatinga Woody Plant Species: Combining Remote Sensing Phenology and Sap Flow Measurements |
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