Measuring rice crop nitrogen uptake at panicle initiation

What does the future hold?

Brian Dunn, Remy Dehaan, Tina S. Dunn

Research output: Other contribution to conferenceAbstract

1 Downloads (Pure)

Abstract

Since the 1980’s NIR has been used in the Australian rice industry to enable mid-season crop nitrogen uptake to be determined (Batten et al. 1991). The nitrogen uptake value of the rice crop is used to guide crop nitrogen topdressing requirements at panicle initiation (PI) so maximum grain yield can be achieved at harvest. This process involves farmers sampling their crops, weighing the fresh samples, and then sending a microwave dried sub-sample into the lab for nitrogen (N) analysis by NIR. Many farmers find sampling their rice crops in water arduous, so options are being explored that don’t require physical sampling. Rice field maps of Normalised Difference Vegetation Index (NDVI) compiled from aerial or satellite collected data have been used in the rice industry for several years to determine sampling locations for the NIR Tissue Test. Some farmers have used the NDVI map alone to determine N topdressing rates but it is poorly correlated to crop nitrogen. We assessed a handheld “Greenseeker” instrument which measures NDVI. Results obtained from scanning and sampling 240 plots produced a correlation with plant N measured by Dumas combustion of r² = 0.23, PI dry matter r² = 0.79 and PI N uptake r² = 0.82. We also assessed a “Yara-N tester” which is a handheld meter that uses the 650 and 960 nm wavelengths to give a value that is proportional to total chlorophyll which is being used to estimate N in the leaves. The handheld meter was used to test 30 leaves from 120 plots of varying N content. The values obtained were correlated against Dumas combustion r² = 0.54 and PI N uptake r² = 0.075. Current research is investigating scanning the rice crop at panicle initiation with a hyperspectral scanner mounted 1m above the rice crops canopy. The aim is to determine how accurately rice crop nitrogen uptake can be measured remotely and which wavelengths are involved in the relationship. Over the past two seasons 240 plots of varying nitrogen status have been established each season. These plots have been scanned at PI with a Spectra Vista Corporation HR 1024 hyperspectral scanner mounted on a 4 wheel motorbike. Plant samples have been collected at the scanned site in each plot and plant N%, dry matter and nitrogen uptake have been measured. Preliminary investigations have been undertaken and are still underway determining the relationship between the spectra and plant measurements. If the prediction of rice N uptake is accurate enough, and the valuable wavelengths can be determined, they could be used in a filter instrument to scan rice fields. The N uptake map of a rice field could then be used to determine the crops nitrogen requirements on a spatial basis.
Original languageEnglish
Pages1-1
Number of pages1
Publication statusPublished - 2014
Event16th Australian Near Infrared Spectroscopy Group Conference - BreakFree Aanuka Beach Resort, Coffs Harbour, Australia
Duration: 04 May 201407 May 2014
https://web.archive.org/web/20140311041601/http://anisg.com.au/conference-2014

Conference

Conference16th Australian Near Infrared Spectroscopy Group Conference
Abbreviated titleSoak up the spectra at Coffs
CountryAustralia
CityCoffs Harbour
Period04/05/1407/05/14
Internet address

Fingerprint

rice
nitrogen
crops
paddies
wavelengths
sampling
top dressings
scanners
meters (equipment)
farmers
combustion
industry
filters
corporations
wheels
remote sensing
leaves
grain yield
testing
canopy

Cite this

Dunn, B., Dehaan, R., & Dunn, T. S. (2014). Measuring rice crop nitrogen uptake at panicle initiation: What does the future hold?. 1-1. Abstract from 16th Australian Near Infrared Spectroscopy Group Conference, Coffs Harbour, Australia.
Dunn, Brian ; Dehaan, Remy ; Dunn, Tina S. / Measuring rice crop nitrogen uptake at panicle initiation : What does the future hold?. Abstract from 16th Australian Near Infrared Spectroscopy Group Conference, Coffs Harbour, Australia.1 p.
@conference{b4fb0f3fd39f4640b3b7f6097e96e959,
title = "Measuring rice crop nitrogen uptake at panicle initiation: What does the future hold?",
abstract = "Since the 1980’s NIR has been used in the Australian rice industry to enable mid-season crop nitrogen uptake to be determined (Batten et al. 1991). The nitrogen uptake value of the rice crop is used to guide crop nitrogen topdressing requirements at panicle initiation (PI) so maximum grain yield can be achieved at harvest. This process involves farmers sampling their crops, weighing the fresh samples, and then sending a microwave dried sub-sample into the lab for nitrogen (N) analysis by NIR. Many farmers find sampling their rice crops in water arduous, so options are being explored that don’t require physical sampling. Rice field maps of Normalised Difference Vegetation Index (NDVI) compiled from aerial or satellite collected data have been used in the rice industry for several years to determine sampling locations for the NIR Tissue Test. Some farmers have used the NDVI map alone to determine N topdressing rates but it is poorly correlated to crop nitrogen. We assessed a handheld “Greenseeker” instrument which measures NDVI. Results obtained from scanning and sampling 240 plots produced a correlation with plant N measured by Dumas combustion of r² = 0.23, PI dry matter r² = 0.79 and PI N uptake r² = 0.82. We also assessed a “Yara-N tester” which is a handheld meter that uses the 650 and 960 nm wavelengths to give a value that is proportional to total chlorophyll which is being used to estimate N in the leaves. The handheld meter was used to test 30 leaves from 120 plots of varying N content. The values obtained were correlated against Dumas combustion r² = 0.54 and PI N uptake r² = 0.075. Current research is investigating scanning the rice crop at panicle initiation with a hyperspectral scanner mounted 1m above the rice crops canopy. The aim is to determine how accurately rice crop nitrogen uptake can be measured remotely and which wavelengths are involved in the relationship. Over the past two seasons 240 plots of varying nitrogen status have been established each season. These plots have been scanned at PI with a Spectra Vista Corporation HR 1024 hyperspectral scanner mounted on a 4 wheel motorbike. Plant samples have been collected at the scanned site in each plot and plant N{\%}, dry matter and nitrogen uptake have been measured. Preliminary investigations have been undertaken and are still underway determining the relationship between the spectra and plant measurements. If the prediction of rice N uptake is accurate enough, and the valuable wavelengths can be determined, they could be used in a filter instrument to scan rice fields. The N uptake map of a rice field could then be used to determine the crops nitrogen requirements on a spatial basis.",
author = "Brian Dunn and Remy Dehaan and Dunn, {Tina S.}",
note = "Imported on 03 May 2017 - DigiTool details were: publisher = 2014. Event dates (773o) = 4-7 May 2014; Parent title (773t) = Australian Near Infrared Spectroscopy Group Conference.; 16th Australian Near Infrared Spectroscopy Group Conference, Soak up the spectra at Coffs ; Conference date: 04-05-2014 Through 07-05-2014",
year = "2014",
language = "English",
pages = "1--1",
url = "https://web.archive.org/web/20140311041601/http://anisg.com.au/conference-2014",

}

Dunn, B, Dehaan, R & Dunn, TS 2014, 'Measuring rice crop nitrogen uptake at panicle initiation: What does the future hold?' 16th Australian Near Infrared Spectroscopy Group Conference, Coffs Harbour, Australia, 04/05/14 - 07/05/14, pp. 1-1.

Measuring rice crop nitrogen uptake at panicle initiation : What does the future hold? / Dunn, Brian; Dehaan, Remy; Dunn, Tina S.

2014. 1-1 Abstract from 16th Australian Near Infrared Spectroscopy Group Conference, Coffs Harbour, Australia.

Research output: Other contribution to conferenceAbstract

TY - CONF

T1 - Measuring rice crop nitrogen uptake at panicle initiation

T2 - What does the future hold?

AU - Dunn, Brian

AU - Dehaan, Remy

AU - Dunn, Tina S.

N1 - Imported on 03 May 2017 - DigiTool details were: publisher = 2014. Event dates (773o) = 4-7 May 2014; Parent title (773t) = Australian Near Infrared Spectroscopy Group Conference.

PY - 2014

Y1 - 2014

N2 - Since the 1980’s NIR has been used in the Australian rice industry to enable mid-season crop nitrogen uptake to be determined (Batten et al. 1991). The nitrogen uptake value of the rice crop is used to guide crop nitrogen topdressing requirements at panicle initiation (PI) so maximum grain yield can be achieved at harvest. This process involves farmers sampling their crops, weighing the fresh samples, and then sending a microwave dried sub-sample into the lab for nitrogen (N) analysis by NIR. Many farmers find sampling their rice crops in water arduous, so options are being explored that don’t require physical sampling. Rice field maps of Normalised Difference Vegetation Index (NDVI) compiled from aerial or satellite collected data have been used in the rice industry for several years to determine sampling locations for the NIR Tissue Test. Some farmers have used the NDVI map alone to determine N topdressing rates but it is poorly correlated to crop nitrogen. We assessed a handheld “Greenseeker” instrument which measures NDVI. Results obtained from scanning and sampling 240 plots produced a correlation with plant N measured by Dumas combustion of r² = 0.23, PI dry matter r² = 0.79 and PI N uptake r² = 0.82. We also assessed a “Yara-N tester” which is a handheld meter that uses the 650 and 960 nm wavelengths to give a value that is proportional to total chlorophyll which is being used to estimate N in the leaves. The handheld meter was used to test 30 leaves from 120 plots of varying N content. The values obtained were correlated against Dumas combustion r² = 0.54 and PI N uptake r² = 0.075. Current research is investigating scanning the rice crop at panicle initiation with a hyperspectral scanner mounted 1m above the rice crops canopy. The aim is to determine how accurately rice crop nitrogen uptake can be measured remotely and which wavelengths are involved in the relationship. Over the past two seasons 240 plots of varying nitrogen status have been established each season. These plots have been scanned at PI with a Spectra Vista Corporation HR 1024 hyperspectral scanner mounted on a 4 wheel motorbike. Plant samples have been collected at the scanned site in each plot and plant N%, dry matter and nitrogen uptake have been measured. Preliminary investigations have been undertaken and are still underway determining the relationship between the spectra and plant measurements. If the prediction of rice N uptake is accurate enough, and the valuable wavelengths can be determined, they could be used in a filter instrument to scan rice fields. The N uptake map of a rice field could then be used to determine the crops nitrogen requirements on a spatial basis.

AB - Since the 1980’s NIR has been used in the Australian rice industry to enable mid-season crop nitrogen uptake to be determined (Batten et al. 1991). The nitrogen uptake value of the rice crop is used to guide crop nitrogen topdressing requirements at panicle initiation (PI) so maximum grain yield can be achieved at harvest. This process involves farmers sampling their crops, weighing the fresh samples, and then sending a microwave dried sub-sample into the lab for nitrogen (N) analysis by NIR. Many farmers find sampling their rice crops in water arduous, so options are being explored that don’t require physical sampling. Rice field maps of Normalised Difference Vegetation Index (NDVI) compiled from aerial or satellite collected data have been used in the rice industry for several years to determine sampling locations for the NIR Tissue Test. Some farmers have used the NDVI map alone to determine N topdressing rates but it is poorly correlated to crop nitrogen. We assessed a handheld “Greenseeker” instrument which measures NDVI. Results obtained from scanning and sampling 240 plots produced a correlation with plant N measured by Dumas combustion of r² = 0.23, PI dry matter r² = 0.79 and PI N uptake r² = 0.82. We also assessed a “Yara-N tester” which is a handheld meter that uses the 650 and 960 nm wavelengths to give a value that is proportional to total chlorophyll which is being used to estimate N in the leaves. The handheld meter was used to test 30 leaves from 120 plots of varying N content. The values obtained were correlated against Dumas combustion r² = 0.54 and PI N uptake r² = 0.075. Current research is investigating scanning the rice crop at panicle initiation with a hyperspectral scanner mounted 1m above the rice crops canopy. The aim is to determine how accurately rice crop nitrogen uptake can be measured remotely and which wavelengths are involved in the relationship. Over the past two seasons 240 plots of varying nitrogen status have been established each season. These plots have been scanned at PI with a Spectra Vista Corporation HR 1024 hyperspectral scanner mounted on a 4 wheel motorbike. Plant samples have been collected at the scanned site in each plot and plant N%, dry matter and nitrogen uptake have been measured. Preliminary investigations have been undertaken and are still underway determining the relationship between the spectra and plant measurements. If the prediction of rice N uptake is accurate enough, and the valuable wavelengths can be determined, they could be used in a filter instrument to scan rice fields. The N uptake map of a rice field could then be used to determine the crops nitrogen requirements on a spatial basis.

UR - http://anisg.com.au/

M3 - Abstract

SP - 1

EP - 1

ER -

Dunn B, Dehaan R, Dunn TS. Measuring rice crop nitrogen uptake at panicle initiation: What does the future hold?. 2014. Abstract from 16th Australian Near Infrared Spectroscopy Group Conference, Coffs Harbour, Australia.