HomeMy WebLinkAboutLSP Addendum - Appendix B: GHG Inventory and Forecast MemoGREENHOUSE GAS
INVENTORY AND FORECAST
MEMORANDUM
Introduction
This memorandum provides an overview of Lindenville’s greenhouse gas (GHG) emissions by sector that are
estimated to be emitted. The five emissions sectors that are included in this report are residential and
nonresidential energy, transportation, solid waste, and water. Additionally, a GHG forecast was prepared based
on the projected growth of the Lindenville area for the horizon year 2040. This report presents a detailed
summary of the 2019 existing GHG emissions and forecasted growth and emissions for 2040.
The City’s General Plan sets a vision for Lindenville that aims to preserve small businesses and legacy industrial
uses while creating a vibrant and inclusive neighborhood with opportunities for new housing development,
improved mobility options, new green spaces, and increased access to public services. The City developed and
adopted a Climate Action Plan (CAP) along with the General Plan to help mitigate the climate impacts of
continued growth. The CAP contains GHG reduction strategies related to energy use, the construction and
operation of buildings, transportation, solid waste diversion, and water use, which can be applied to
development in Lindenville.
2019 Lindenville GHG Inventory
Lindenville’s total emissions were estimated to be 94,266 Metric Tons of Carbon Dioxide Equivalent (MTCO2e) in
2019. Emissions from calendar year 2019 were inventoried to remain consistent with General Plan and the
Lindenville Specific Plan baseline analyses. Table 1 provides the breakdown of 2019 GHG emissions in
Lindenville by sector. Transportation emissions account for 59% of total emissions followed by nonresidential
energy use, which account for 29% of emissions. In 2019 there was no housing in Lindenville and thus no
emissions related to residential energy use. Solid Waste accounted for 12% of emissions and water use <1%.
Figure 1 depicts the proportion of emissions by sector in 2019.
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Greenhouse Gas Inventory and Forecast / 2
Table 1: Total Lindenville Annual Emissions by Sector (2019)
Sector Subsector Unit Activity Data Emissions (MTCO2e)
Residential Energy
Electricity kWh - -
Natural Gas Therms - -
Nonresidential Energy
Electricity kWh 72,547,690 13,261
Natural Gas Therms 2,562,828 13,641
Transportation
On-Road VMT 103,627,286 41,193
Off-Road - 14,660
Solid Waste Tons 25,152 11,512
Water AF 734 0.07
TOTAL 94,266
SOURCE: LINDENVILLE SPECIFIC PLAN INVENTORY AND FORECAST, 2023.
Figure 1: Total Lindenville Annual Emissions by Sector (2019)
SOURCE: LINDENVILLE SPECIFIC PLAN INVENTORY AND FORECAST, 2023
29%
59%
12%
0.0001%
Nonresidential Energy
Transportation
Solid Waste
Water
LINDENVILLE SPECIFIC PLAN
Greenhouse Gas Inventory and Forecast / 3
INVENTORY AND FORECAST DATA SOURCES
Data was collected from various sources to build the 2019 Lindenville inventory and 2040 forecast. Although for
a sub-area, this inventory was developed in accordance with ICLEI’s Global Protocol for Community-Scale
Greenhouse Gas Emission Inventories. Table 2 outlines the specific data sources used in this inventory.
Table 2: Lindenville GHG Inventory and Forecast Data Sources
Sector Data Data Source
Residential Energy Energy use activity data PG&E
Demographic data 2040 General Plan Growth Projections,
Lindenville Specific Plan analysis
Participation in Peninsula Clean Energy (PCE) PCE, 2022 CAP
Emissions Factors PG&E, PCE
Nonresidential Energy Energy use activity data PG&E
Building square footages 2040 General Plan Growth Projections,
Lindenville Specific Plan analysis
Participation in PCE PCE, 2022 CAP
Emissions Factors PG&E, PCE
Transportation On-road VMT 2040 General Plan EIR VMT Analysis
On-road emissions CARB EMFAC2021
Off-road emissions CARB EMFAC2021
EV adoption characteristics CEC Zero Emission Vehicle and Infrastructure
Statistics
Solid Waste Tonnage activity data South San Francisco Scavengers
Waste Characterization CalRecycle
Emissions Factor Equations 8.1 and 8.3 of the Global Protocol for
Community-Scale GHG Emission Inventories
Water Acre Feet activity data California Water Service 2020 Urban Water
Management Plan South San Francisco District
Water Energy Intensity Factor CAPCOA 2021 Table W-1.1
Emissions Factor PG&E
To calculate GHG emissions, an emissions factor is applied to the activity data. Electricity suppliers provided CO2
emissions factor. In addition to carbon dioxide (CO2), small amounts of methane (CH4) and nitrous oxide (N2O)
are released in the electricity generation process. CH4 and N2O emissions factors are provided by the ICLEI
Community Protocol. Variability of the emissions factors occur primarily due to fluctuations in suppliers’ energy
portfolio each year.
CO2 is the most commonly referenced GHG, however, numerous gases have greenhouse characteristics. CH4 and
N2O are commonly accounted for in GHG inventories. These gases have a greater global warming potential; CH4
traps approximately 28 times as much heat as CO2 over a 100-year period and N2O traps approximately 265 times
as much heat. To account for these differences, a factor is applied to the gasses emissions to calculate a CO2
equivalence.
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Greenhouse Gas Inventory and Forecast / 4
2040 Lindenville GHG Forecast
DEMOGRAPHIC AND LAND USE PROJECTIONS
The emissions forecast for the Lindenville area is based on the demographic and land use projections of the
preferred land use alternative for the 2040 General Plan. This forecast assumes that the anticipated
development is fully implemented by 2040. Tables 3 and 4 show the assumed demographic and land use
changes in South San Francisco and Lindenville.
Table 3: Demographic Changes Lindenville and South San Francisco 2019-2040
City of South San Francisco Lindenville
2019 2040 2019 2040
Population 67,232 107,203 Population - 13,218
Jobs 57,182 137,557 Jobs 9,527 23,366
Single Family
Housing Units 13,451 15,138 Single Family
Housing Units
- -
Multi-family
Housing Units 7,977 23,821 Multi-family
Housing Units
- 5,581
SOURCE: CENSUS ACS, 5-YEAR ESTIMATES (FOR YEAR 2019); SOUTH SAN FRANCISCO GENERAL PLAN 2040 GROWTH PROJECTIONS (FOR YEAR 2040)
Table 4: Land Use Changes Lindenville and South San Francisco 2019-2040
City of South San Francisco Lindenville
2019 2040 2019 2040
Retail/Service SF 4,068,702
4,222,985 Retail/Service SF 723,600 838,759
Hotel SF - - Hotel SF 17,500 31,341
Hotel Keys 3,193 4,315 Hotel Keys 100 179
Office/R&D SF 12,008,617
47,438,654 Office/R&D SF 210,375 4,295,896
Industrial SF 15,483,142
12,063,567 Industrial SF 5,490,900 4,938,467
Other SF 127,200 275,376 Other SF - 4,137
Residential DU 21,428 38,959 Residential DU - 5,581
Open Space Acre Open Space Acre 11 44
TOTAL SF
31,687,661
64,000,582 TOTAL SF 6,442,375 10,108,600
SOURCE: CITY OF SOUTH SAN FRANCISCO (FOR YEAR 2019); SOUTH SAN FRANCISCO GENERAL PLAN 2040 GROWTH PROJECTIONS (FOR YEAR 2040)
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2040 EMISSIONS FORECAST
The Lindenville 2040 emissions forecast includes emissions reductions resulting from State level policies and
select mitigation measures from South San Francisco’s newly adopted General Plan 2040 and CAP. There are
three major policies that the State has adopted to reduce community GHG emissions:
1. Renewables Portfolio Standard (RPS): This law requires that electrical utilities provide an increased
amount of electricity from eligible renewable sources. SB 100 requires that 33% of electricity sold by
utilities in 2020 be renewable, 60% be renewable in 2030, and 100% be carbon-free in 2045.
2. Title 24: Title 24 is the set of regulations that specifies how new buildings must be constructed,
including specifying minimum energy efficiency standards. These standards are updated triennially to
be more stringent. California has set a goal for zero-net energy new construction by 2030.
3. Pavely Clean Car Standards: These standards require that vehicles sold in California meet minimum fuel
efficiency requirements, and that fuel sold in the state emits less GHGs during production and use.
Additionally, this forecast includes the following measures from the South San Francisco General Plan and CAP
because they are already being implemented by the City:
1. All-electric residential new construction
2. Continued participation in PCE
3. Mobility improvements as discussed in the Mobility Chapter of the 2040 General Plan.
Based on the results of the Lindenville forecast, emissions are expected to increase from 94,266 MTCO2e in 2019
to 157,396 MTCO2e in 2040. Table 5 shows the forecasted emissions in Lindenville for each sector in 2040. Similar
to 2019, transportation generates the most emissions (75%), followed by nonresidential energy use (14%), and
solid waste (11%). Figure 2 depicts the proportion of emissions by sector in 2019.
Table 5: 2040 Lindenville Emissions Forecast by Sector
Sector Subsector Unit Activity Data Emissions (MTCO2e)
Residential Energy
Electricity kWh 15,472,295 16
Natural Gas Therms - -
Nonresidential Energy
Electricity kWh 113,833,109 121
Natural Gas Therms 4,021,281 21,404
Transportation
On-Road VMT 355,237,443 100,531
Off-Road - 17,260
Solid Waste Tons 39,465 18,063
Water AF 1,495 0.15
TOTAL 157,396
SOURCE: LINDENVILLE SPECIFIC PLAN INVENTORY AND FORECAST
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Figure 2: 2040 Lindenville Emissions Forecast by Sector
SOURCE: LINDENVILLE SPECIFIC PLAN INVENTORY AND FORECAST
However, assuming that all the measures in the CAP are implemented by 2040, emissions in Lindenville will be
further reduced. The CAP-adjusted forecast estimates that the Lindenville sub-area will generate 78,808 MTCO2e
in 2040, a reduction of 50% as compared to the non-adjusted forecast. This estimate aligns with the 63%
reduction the CAP is expected to achieve across the city in 2040 and the above average growth of the Lindenville
sub-area as compared to the City as a whole. The following table shows the CAP adjusted 2040 Lindenville
emissions forecast by sector.
Table 6: 2040 CAP Adjusted Lindenville Emissions Forecast by Sector
Sector Subsector Emissions (MTCO2e)
Residential Energy 16
Nonresidential Energy 2,743
Transportation
On-road 43,503
Off-road 17,260
Solid Waste 15,286
Water 0.15
TOTAL 78,808
Table 7: 2040 Lindenville Emissions 2040 Forecast Compared to 2019
0.01%
14%
75%
11%
0.0001%
Residential Energy
Nonresidential Energy
Transportation
Solid Waste
Water
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Greenhouse Gas Inventory and Forecast / 7
Sector Subsector
2019 Emissions
(MTCO2e)
2040 CAP-Adjusted
Emissions (MTCO2e)
Change in Emissions
(MTCO2e)
Residential Energy - 16 16
Nonresidential Energy 26,902 2,743 -24,159
Transportation
On-Road 41,193 43,503 2,310
Off-Road 14,660 17,260 2,600
Solid Waste 11,512 15,286 3,774
Water 0.07 0.15 0.08
TOTAL 94,266 78,808 -15,459
Key Findings
• Lindenville GHG emissions are anticipated to increase by 67% from 94,266 MTCO2e in 2019 to 157,396
MTCO2e in 2040 but applying the reductions from implementing the SSF CAP, emissions are expected to
decrease emissions 16% to 78,808 MTCO2e as compared 2019 and 50% as compared to the 2040
emissions forecast.
• The CAP-adjusted forecast aligns with the emissions reductions estimated from the implementation of
the 2040 General Plan and CAP. Forecasted emissions in Lindenville are expected to be reduced by 50%
in 2040 as compared to 63% citywide in 2040.
• GHG emissions from on-road transportation are the largest sector, accounting for 44% of Lindenville
emissions (41,193 MTCO2e) in 2019 and 64% of emissions (100,531) in 2040. This 144% increase in
emissions corresponds to the 243% increase in vehicle miles traveled (VMT) in 2040. However,
accounting for General Plan and CAP implementation, reduces the forecasted transportation emissions
to 43,503 MTCO2e, only a 5.5% increase.
• Despite the introduction of residential housing in Lindenville, the resulting emissions account for only
0.02% of total Lindenville CAP-adjusted emissions in 2040. These relatively nominal emissions are the
result of all-electric residential new construction and the low carbon intensity of electricity due to the
RPS and high level of participation in PCE, which provides carbon-free electricity.