+ All Categories
Home > Documents > Effect of Grazing Treatment on Soil Moisture in Semi-arid...

Effect of Grazing Treatment on Soil Moisture in Semi-arid...

Date post: 21-Mar-2020
Category:
Upload: others
View: 0 times
Download: 0 times
Share this document with a friend
35
6/18/2013 1 Effect of Grazing Treatment on Soil Moisture in Semi-arid Rangelands Keith T. Weber, GISP Bhushan Gokhale Idaho State University
Transcript
Page 1: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

6/18/2013 1

Effect of Grazing Treatment on Soil

Moisture in Semi-arid Rangelands

Keith T. Weber, GISPBhushan Gokhale

Idaho State University

Page 2: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Project Focus

This four-year study uses GIS and remote sensing to: Examine specific drought effects

relative to livestock grazing/rest treatments and bare earth exposure

Model and monitor rangeland condition Forecast rangeland health/condition

using cellular-automata and Markov chain analysis

6/18/2013 2

Page 3: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Interesting Findings…

To address our primary study questions, we… Fenced Pre-sampled Instrumented

This paper is a product of our instrumentation

6/18/2013 3

Page 4: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

6/18/2013 4

Focus of this Paper

Compare soil moisture levels at the O’Neal study area across three treatment pastures: Simulated Holistic Planned Grazing

(SHPG) Rest-rotation (RESTROT) Total Rest (TREST)

Page 5: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Why Soil Moisture?

Water is the limiting factor Soil moisture typically has a direct

relationship with ground cover But, is there also a treatment effect? Or

interaction? Can grazing animals effect soil

moisture? Does the type of grazing have any

effect?6/18/2013 5

Page 6: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

The Study Area

The O'Neal Ecological Reserve was donated to ISU’s Department of Biological Sciences by Robin O'Neal. This 100 ha site is located about 30 miles south of Pocatello, Idaho.

Surrounding BLM land adds another 1467 ha.

6/18/2013 6

Page 7: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Soils in the Study Area

The entire study area is McCareyseries-McCarey variant. Shallow, well-drained soils over basalt

flows Originally formed from weathered

basalt, loess, and silty alluvium

6/18/2013 7

Page 8: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Pre-treatment Sampling

Vegetation cover Hi-res aerial

photography (2” resolution)

6/18/2013 8

Page 9: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Grazing

Prior to this experiment (i.e., up to and including 2005) No fences existed Grazed as a single rest-rotation

allotment (1467ha +) 300 head of cattle for one month (May)

6/18/2013 9

Page 10: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Treatment Pastures

6/18/2013 10

Page 11: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Grazing (cont’d)

This experiment: Rest-rotation (RESTROT): 300 head of

cattle graze for one month (May of each year)(1467ha)

Simulated Holistic Planned Grazing (SHPG): 125 head of cattle graze for six days (first week in May)(11ha)

Total Rest (TREST): Zero livestock (13ha)

6/18/2013 11

Page 12: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Grazing Summary

Stocking information

6/18/2013 12

Treatment Animal Days/ha

Simulated Holistic Planned Grazing (SHPG) 36

Rest Rotation (RESTROT) 6

Total Rest (TREST) 0

Page 13: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Instrumentation (cont’d)

Soil moisture can be estimated using: Electrical resistance blocks Tensiometers Gravimetric calculations Neutron probes Time domain reflectrometry Capacitance sensors

Decagon ECH2O-10 10cm depth

6/18/2013 13

Page 14: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Instrumentation

36 Decagon soil moisture probes 12 in each pasture (three replicates of

four probes) Accuracy= +/-2% Volumetric Water

Content (VWC) (after calibration) %VWC estimates the amount of stored

water on a volumetric (not gravimetric) basis

6/18/2013 14

Page 15: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Instrumentation (cont’d)

Weather station on site (inside TREST pasture)

6/18/2013 15

Page 16: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Annual Sampling

Vegetation cover (point-intercept transects) 50 randomly located plots per treatment Two 10 meter transects per plot Transects placed perpendicular to each

other (forms a “+”) 100 observations per transect Designed to sample SPOT5 satellite

pixels

6/18/2013 16

Page 17: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Annual Sampling (cont’d)

Forage estimates (hoop sampling) Photo points SPOT5 Satellite imagery

6/18/2013 17

Page 18: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Soil Moisture is a Function of…

Soil type/structure (no difference can be attributed in this case, as the entire study area is one homogeneous soil type)

Plant cover (more plants tend to mean lower water content in the soils…its all in the plants)

Animal impact?

6/18/2013 18

Page 19: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Hypothesis to test

Does animal impact (trampling and breaking of soil crust) have a measurable effect on soil moisture? If so, is the effect positive or negative?

6/18/2013 19

Page 20: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

The Data

Soil moisture (%VWC) was collected every six hours beginning in June 2006

All probes were calibrated (R2 = 0.997) Mean soil moisture was calculated for

each day and each week

6/18/2013 20

Page 21: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

The Analysis

Data from the growing season (April 1-August 30)

Compared statistically, for example SHPG 2006 vs. RESTROT 2006 SHPG 2006 (50%) vs. SHPG 2006 (50%) Week * Year * Pasture

6/18/2013 21

Between pastures

Within pastures

All effects

Page 22: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Statistical Tests

Daily means tested with single-factor ANOVA

Weekly means tested with Mixed-Procedures Models Fixed effects calculated with Prasad-

Rao-Jeske-Kackar-Harville method. Degrees of freedom follows Kenward-

Roger method.

6/18/2013 22

Page 23: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

RESULTS

6/18/2013 23

Page 24: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Pre-treatment Conditions

No difference in vegetation cover (shrubs, grasses, litter, and bare ground exposure)… Save for a difference in shrub cover

between the SHPG and TREST pastures (TREST > SHPG)

6/18/2013 24

Page 25: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Vegetation Conditions

6/18/2013 25

During the study (2006-2008) The difference in shrub cover between

SHPG and TREST persisted No other changes were found… Except litter, which was significantly

higher in SHPG beginning in 2007 (P<0.001)

Page 26: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Tests Between Pastures

SHPG %VWC higher in 2006-2008 (P < 0.001)

6/18/2013 26

x %VWC

Treatment 2006 2007 2008

SHPG 23.3 44.1 45.8

RESTROT 19.7 34.8 34.7

TREST19.2 31.9 29.8

Page 27: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Between Pastures (cont’d)

6/18/2013 27

15

20

25

30

35

40

45

50

2006 2007 2008

SHPG annual %VWC

RESTROT annual %VWC

TREST annual %VWC

Started in June, dry part of

season only

Page 28: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Tests Within Pastures

Compared daily mean %VWC of 6 sensors vs. 6 sensors

One pair from each set of loggers SHPG (P = 0.03) different RESTROT (P = 0.15) no difference TREST (P = 0.12) no difference

6/18/2013 28

logger

Sensor 1

Sensor 2

Sensor 3

Sensor 4

Page 29: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Comparisons in Context

Within pasture differences were less than between pasture differences

Page 30: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Mixed Procedures Model and Type Three Test of Fixed Effects

Significant effects (P < 0.05) WEEK (Fstat= 92) YEAR x PASTURE (Fstat= 20) WEEK x YEAR (Fstat= 6) PASTURE (Fstat= 5)

6/18/2013 30

Page 31: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

The Big Picture

The differences in soil moisture can be attributed to: Environmental effects (for example…)

Soils in week 2 were wetter than week 18 Soils in the SHPG pasture were wetter in

2007 than in 2008 Soils in week 10 of 2007 were wetter than

soils in week 10 of 2008 Treatment effects (for example)

Soils in the SHPG pasture were wetter than the other pastures

6/18/2013 31

Page 32: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Animal Impact (revisited)

Does trampling and breaking of soil crust have a measurable effect? Focus on the production pastures which

Have statistically different %VWC Diverging soil moisture trends Are both grazed by cattle in May

But…

6/18/2013 32

Page 33: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Not all Grazing is the Same

6/18/2013 33

Time… Animal Days per hectare

Effect on litter (aka mulch)

Treatment Animal Days/ha

Simulated Holistic Planned Grazing (SHPG) 36

Rest Rotation (RESTROT) 6

Total Rest (TREST) 0

A likely “mechanism”

Page 34: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Too Much of a “Good thing”

Six days of grazing at high AD/ha appears to benefit rangelands

However, 10 days or 14 days or 21 days may damage rangelands

It’s all about TIME

6/18/2013 34

Page 35: Effect of Grazing Treatment on Soil Moisture in Semi-arid ...giscenter.isu.edu/research/techpg/nasa_oneal/pdf/SoilMoisture.pdf · The Big Picture The differences in soil moisture

Thank You

6/18/2013 35

Questions?

AcknowledgementsThis study was made possible by a grant from the National Aeronautics and Space Administration Goddard Space Flight Center. ISU would also like to acknowledge the Idaho Delegation for their assistance in obtaining this grant.


Recommended