{"query_echo":{"q":"","filters":{"analysis_type":["remote sensing"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'remote sensing' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":9,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=remote+sensing","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"iai-000007","url":"https://climateinsightsdirectory.org/document/iai-000007","title":"Higher water table levels and flooding risk under grain vs livestock production system in the subhumid plains of the Pampas","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-15","source_url":"https://iai.int/es/pub_acad/higher-water-table-levels-and-flooding-risk-under-grain-vs-livestock-production-system-in-the-subhumid-plains-of-the-pampas/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study finds that grain production systems in the Pampas lead to higher water-table levels and increased flooding risk compared to dairy systems. This is attributed to lower transpiration rates in annual crops and enhanced groundwater recharge in croplands, whereas perennial pastures maintain deeper water tables through higher transpiration and direct groundwater discharge.","ai_generated":true,"unit":"iai-000007#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Dairy systems, dominated by perennial alfalfa pastures, exhibit significantly deeper long-term average water-table levels (4 m) compared to single cropping (1.5 m) and double cropping (2.1 m) systems.","ai_generated":true,"unit":"iai-000007#insight-1","date_modified":"2026-10-23"},{"text":"Grain production systems have a higher flooding risk due to lower transpiration capacity (724 mm y-1) compared to dairy systems (852 mm y-1), as well as enhanced groundwater recharge in croplands and higher soil moisture (552 mm stored at 0-3 m depth versus 316 mm under pastures).","ai_generated":true,"unit":"iai-000007#insight-2","date_modified":"2026-10-23"},{"text":"There is a strong link between the expansion of grain production systems and an increase in the frequency and severity of floods in the Pampas, driven by the association between plot water balance and regional flooding.","ai_generated":true,"unit":"iai-000007#insight-3","date_modified":"2026-10-23"}],"climate_tags":["land-use change","groundwater recharge","flood risk","agriculture"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["hydrological modeling","remote sensing","field observation"]},{"id":"iai-000138","url":"https://climateinsightsdirectory.org/document/iai-000138","title":"Bridging ecosystem services and territorial planning (BEST-P): a southern South American initiative","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"briefing","language":"en","date_published":"2024-09-22","source_url":"https://iai.int/en/best-p-vinculos-entre-los-servicios-ecosistemicos-y-el-planeamiento-territorial-una-iniciativa-para-el-sur-de-sudamerica-crn-3095/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The BEST-P project investigates the relationship between land cover dynamics and ecosystem services in southern South America, specifically focusing on carbon and water regulation. Using remote sensing and field studies, the project has quantified the impacts of deforestation and afforestation in the Chaco region, analyzed the influence of different landholder types on conservation, and developed tools to integrate biophysical and human dimensions into territorial planning. The initiative also provides evidence to support legal actions against illegal deforestation in Argentina by demonstrating cross-province climatic impacts.","ai_generated":true,"unit":"iai-000138#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the semiarid Chaco, forest patches positively influence the drainage of agricultural fields, and spatial analysis is being used to determine landscape configurations that minimize groundwater recharge.","ai_generated":true,"unit":"iai-000138#insight-1","date_modified":"2026-10-23"},{"text":"Afforestation in the analyzed micro-watershed reduced water yield by 5.4%, with evapotranspiration (ET) in afforested areas being 22% higher than in grasslands, where ET is typically 2.5 mm/day.","ai_generated":true,"unit":"iai-000138#insight-2","date_modified":"2026-10-23"},{"text":"Replacing forests with annual crops in the Chaco region leads to a loss of 66 Mg C/ha from aboveground biomass and a 40% loss of carbon from the top 1m of soil, negatively impacting erosion protection, water regulation, and climate.","ai_generated":true,"unit":"iai-000138#insight-3","date_modified":"2026-10-23"},{"text":"Water harvesting infrastructure is significantly more prevalent in Paraguay (1 per km2) than in Argentina (0.1 per km2), with Paraguay harvesting nearly 5 mm/year of rainfall primarily on pastures, compared to less than 0.5 mm/year in Argentina, mostly in forests.","ai_generated":true,"unit":"iai-000138#insight-4","date_modified":"2026-10-23"},{"text":"Analysis of 14 groups of land users in the Chaco revealed that smallholders have more stable productivity seasonally and inter-annually, while more capitalized groups exhibit larger field sizes and more divergent seasonality.","ai_generated":true,"unit":"iai-000138#insight-5","date_modified":"2026-10-23"},{"text":"Transitioning to a multifunctional landuse regime could increase productivity by 35-65% without compromising avian habitat for pre-productivist landholders, and increase conservation outcomes by 30-50% without significantly reducing productivity for productivist landholders.","ai_generated":true,"unit":"iai-000138#insight-6","date_modified":"2026-10-23"},{"text":"Research demonstrating that deforestation in one province affects the climate of another has enabled the transfer of illegal deforestation trials from provincial to federal courts in Argentina, potentially increasing the transparency of the Native Forests Act.","ai_generated":true,"unit":"iai-000138#insight-7","date_modified":"2026-10-23"}],"climate_tags":["ecosystem service","deforestation","groundwater recharge","afforestation","biodiversity"],"geography_discussed":["Gran Chaco","Río de la Plata"],"frame_perspective":[],"analysis_type":["biophysical modeling","remote sensing","socio-economic analysis","spatial analysis"]},{"id":"mearth-000037","url":"https://climateinsightsdirectory.org/document/mearth-000037","title":"News Monitoring Report: Mayawana Persada","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"report","language":"en","date_published":"2024-06-07","source_url":"https://mightyearth.org/article/monitoring-report-mayawana-persada/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Mighty Earth's monitoring of the PT Mayawana Persada concession in West Kalimantan reveals approximately 96 hectares of forest clearance and infrastructure development since a March 2024 government stop work order. While some areas showed activity ending in April and May, clearance in Area 1 appeared ongoing as of May 27, 2024. The report highlights the destruction of orangutan habitat and peatland, noting that nearly 20,000 hectares were cleared in 2023 alone.","ai_generated":true,"unit":"mearth-000037#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Since the Indonesian Ministry of Forestry and Environment (KLHK) issued a stop work order on March 28, 2024, total forest clearance, logging, and infrastructure development in the PT Mayawana Persada concession is estimated at approximately 96 hectares, though this may be an underestimate due to cloud cover in early April.","ai_generated":true,"unit":"mearth-000037#insight-1","date_modified":"2026-10-23"},{"text":"Analysis of four specific areas within the concession shows varying levels of activity: Area 1 saw ~12 ha of forest cleared between April 2 and May 27, 2024, with clearance appearing ongoing; Area 2 involved ~70 ha of non-forest land cleared by April 30; Area 3 had ~4 ha of forest cleared and ~18 ha logged by May 19; and Area 4 saw ~54 ha of forest cleared and ~13 ha logged by April 25.","ai_generated":true,"unit":"mearth-000037#insight-2","date_modified":"2026-10-23"},{"text":"The PT Mayawana Persada concession, spanning nearly 140,000 hectares, includes 90,000 hectares of orangutan habitat and over 83,000 hectares of carbon-rich peatland. Since 2016, almost 40,000 hectares have been cleared, with nearly 20,000 hectares of that clearance occurring in 2023.","ai_generated":true,"unit":"mearth-000037#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies that clearance in Area 4 specifically impacted both peatland and orangutan habitat, while Area 3 also falls within orangutan habitat.","ai_generated":true,"unit":"mearth-000037#insight-4","date_modified":"2026-10-23"}],"climate_tags":["deforestation","peatland","carbon sink","biodiversity loss"],"geography_discussed":["Southeast Asia"],"frame_perspective":[],"analysis_type":["remote sensing","compliance monitoring"]},{"id":"sei-002728","url":"https://climateinsightsdirectory.org/document/sei-002728","title":"Natural climate solutions and fire mitigation: early findings on the path to net zero","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2023-10","source_url":"https://www.sei.org/wp-content/uploads/2023/10/sei2023.049-fire-mitigation-net-zero.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that while forest fires are a threat, the VCS Program's pooled buffer account is adequately capitalized to guarantee credit permanence. Analysis of six REDD+ projects shows that some, such as the Katingan Peatland Restoration Project, generate fire-mitigation co-benefits through advanced management practices, while others do not. Only one reversal was identified across 190 AFOLU projects, which was fully compensated by the buffer pool.","ai_generated":true,"unit":"sei-002728#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The VCS Program's pooled buffer account is sufficiently robust to guarantee the permanence of issued credits, as total historic cancellations to compensate for reversals represent only 0.08% of current reserves as of July 2022.","ai_generated":true,"unit":"sei-002728#insight-1","date_modified":"2026-10-23"},{"text":"Among the six studied NCS projects, only one experienced a loss event (the Rimba Raya Biodiversity Reserve Project), but it did not result in a reversal because the project replaced the lost carbon stocks and generated additional emission reductions during the verification period.","ai_generated":true,"unit":"sei-002728#insight-2","date_modified":"2026-10-23"},{"text":"A reversal was identified in one of 190 AFOLU projects—the TIST Program in Kenya—where landowners harvested trees for timber, resulting in a reversal of 48,838 tCO2e that was fully compensated by cancelling buffer credits.","ai_generated":true,"unit":"sei-002728#insight-3","date_modified":"2026-10-23"},{"text":"The Katingan Peatland Restoration Project (ID 1477) in Indonesia demonstrated significant fire-mitigation co-benefits, experiencing fewer fires and a lower percentage of tree cover loss compared to its matched protected area comparators.","ai_generated":true,"unit":"sei-002728#insight-4","date_modified":"2026-10-23"},{"text":"The Rimba Raya Biodiversity Reserve Project (ID 674) did not generate excess fire-mitigation co-benefits, as it experienced a higher normalized fire count per square kilometre and higher tree cover loss than its comparison areas.","ai_generated":true,"unit":"sei-002728#insight-5","date_modified":"2026-10-23"},{"text":"In Brazil and Peru, the study could not determine if projects generated excess fire mitigation because most project and comparison areas lacked statistically significant correlations between fire and tree cover loss.","ai_generated":true,"unit":"sei-002728#insight-6","date_modified":"2026-10-23"},{"text":"Effective fire management practices identified in high-performing projects include the use of fire-break plantations, peatland rewetting, drones for observation, early warning systems, and the allocation of over 40% of the annual operational budget to fire management.","ai_generated":true,"unit":"sei-002728#insight-7","date_modified":"2026-10-23"},{"text":"In certain regions, such as the RESEX Rio Preto-Jacundá REDD+ Project in Brazil, deforestation often precedes fire due to 'forest edging,' where loggers clear trees to access stands before setting burns to clear litter.","ai_generated":true,"unit":"sei-002728#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Reducing emissions from deforestation and forest degradation","forest fire","carbon offset","carbon credit","carbon sequestration"],"geography_discussed":["Kenya","Uganda","India"],"frame_perspective":[],"analysis_type":["mixed methods","remote sensing","geospatial analysis","qualitative survey"]},{"id":"sei-000648","url":"https://climateinsightsdirectory.org/document/sei-000648","title":"Upstream-downstream flow regime alteration","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-12-12","source_url":"https://www.sei.org/publications/upstream-downstream-flow-regime-alteration/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study assesses the impact of dam operations and climate change on the Mond River and its downstream estuary. While dams cause 'drastic' to 'severe' flow alterations in the river corridor, remote sensing indicates that climate change factors—specifically sea-level rise in the Persian Gulf and meteorological drought—have a more significant impact on the Mond-Protected Area than upstream river regulation or land-use change.","ai_generated":true,"unit":"sei-000648#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Dam operations on the Mond River cause significant flow alterations, though the intensity decreases downstream. The impact is 'drastic' below the Tangab and Salman Farsi dams, with River Impact (RI) values of 0.02 and 0.08 respectively, but reduces to a 'severe' impact (RI value of 0.35) at the Ghantareh gauge due to additional flow from a mid-basin area of approximately 20,254 km2.","ai_generated":true,"unit":"sei-000648#insight-1","date_modified":"2026-10-23"},{"text":"Climate change drivers, including sea-level rise in the Persian Gulf and meteorological drought (as indicated by the standardized precipitation index), exert a greater influence on the Mond-Protected Area than upstream river regulation or land-use changes. Sea-level rise has led to the inundation of coastal areas and a landward shift in vegetation.","ai_generated":true,"unit":"sei-000648#insight-2","date_modified":"2026-10-23"}],"climate_tags":["sea level rise","land-use change","climate change"],"geography_discussed":["Persian Gulf"],"frame_perspective":[],"analysis_type":["hydrological analysis","remote sensing"]},{"id":"sei-001140","url":"https://climateinsightsdirectory.org/document/sei-001140","title":"Considering decentralized water infrastructure and land use change in hydrologic analysis","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"en","date_published":"2022-01","source_url":"https://www.sei.org/wp-content/uploads/2022/01/220122a-burton-mautner-atajados-fact-sheet-2114b.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how agricultural expansion and the proliferation of decentralized water storage, such as 'atajados' (artificial ponds), are altering the hydrologic balance in Bolivia's Chiquitano dry forest. Using remote sensing and field verification, researchers identified significant volumes of unmapped surface water storage and increasing groundwater extraction, which may reduce baseflows and threaten downstream ecosystems. The document argues that current hydrologic models lack this decentralized data and recommends improved regulation and monitoring of water use to support long-term planning.","ai_generated":true,"unit":"sei-001140#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agricultural expansion and urban development in the Chiquitano dry forest are driving significant land use changes, including increased deforestation. In the San Ignacio de Velasco district, annual deforestation rates rose from 30 square kilometres per year in 2005 to 210 square kilometres in 2018.","ai_generated":true,"unit":"sei-001140#insight-1","date_modified":"2026-10-23"},{"text":"There is a substantial amount of unmapped artificial surface water storage, primarily cattle watering ponds known as atajados, which are not currently included in regional hydrologic models. Remote sensing identified 31.6 million cubic metres of storage in unlined artificial ponds, representing 18.7% of the full natural flow of the surveyed catchments during the driest month.","ai_generated":true,"unit":"sei-001140#insight-2","date_modified":"2026-10-23"},{"text":"Groundwater extraction is increasing, particularly through the installation of electric pump systems. Of the 146 identified wells with electric pumps, more than one-third were drilled in the last 10 years, with an estimated capacity of 257,437 cubic metres per month.","ai_generated":true,"unit":"sei-001140#insight-3","date_modified":"2026-10-23"},{"text":"The use of artificial surface storage and agricultural land clearing may negatively impact the hydrologic water balance by reducing deep percolation and baseflow while increasing surface runoff. This can lead to excessively low baseflows in the dry season, potentially threatening downstream users and ecosystems.","ai_generated":true,"unit":"sei-001140#insight-4","date_modified":"2026-10-23"}],"climate_tags":["land-use change","deforestation"],"geography_discussed":["San Ignacio de Velasco Municipality","California","Amazon River Basin","La Plata River Basin"],"frame_perspective":[],"analysis_type":["hydrologic analysis","remote sensing","field verification"]},{"id":"iai-000488","url":"https://climateinsightsdirectory.org/document/iai-000488","title":"The impact of land cover and land use changes on the hydro-climate of the La Plata Basin (CRN2094)","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"fact sheet","language":"en","date_published":"2010-03","source_url":"https://iai.int/admin/site/sites/default/files/uploads/2014/03/CRN2_94.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project assesses the effects of land use and cover changes on the La Plata Basin's hydroclimate, specifically focusing on the intensity and length of floods and droughts, as well as soil moisture, infiltration, and runoff. Using 1980-2005 datasets and a Weather Research and Forecast (WRF) modeling system, the research tests various land cover scenarios and introduces Ecosystem Functional Types (EFTs) to replace time-fixed land cover types in regional models.","ai_generated":true,"unit":"iai-000488#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project utilizes datasets from 1980-2005 to analyze the physical mechanisms and impacts of land use and cover changes on the La Plata Basin's hydro-climate, employing a Weather Research and Forecast (WRF) modeling system with a nested grid over the basin to simulate scenarios ranging from no agriculture to intensive arable agriculture.","ai_generated":true,"unit":"iai-000488#insight-1","date_modified":"2026-10-23"},{"text":"Researchers have developed a new methodology using Ecosystem Functional Types (EFTs) to investigate year-to-year evolution in land cover, intended to replace traditional time-fixed land cover types within regional models.","ai_generated":true,"unit":"iai-000488#insight-2","date_modified":"2026-10-23"}],"climate_tags":["agriculture","forestry","climate change","flood","drought"],"geography_discussed":["Argentina","Bolivia","Brazil","Paraguay","Uruguay"],"frame_perspective":[],"analysis_type":["regional modeling","remote sensing"]},{"id":"iai-002037","url":"https://climateinsightsdirectory.org/document/iai-002037","title":"Food from the Deep","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"fact sheet","language":"en","date_published":"2010","source_url":"https://iai.int/admin/site/sites/default/files/uploads/2014/06/snapshot5_food_from_the_deep_EN.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Patagonian shelf upwelling is a unique system driven by deep sea currents and bottom topography rather than wind, providing a year-round supply of nutrients that supports major fisheries and carbon sequestration in the South Atlantic.","ai_generated":true,"unit":"iai-002037#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Coastal upwelling regions represent only 1% of the total ocean surface but are responsible for nearly 50% of global fisheries' landings and a significant portion of overall ocean production.","ai_generated":true,"unit":"iai-002037#insight-1","date_modified":"2026-10-23"},{"text":"Unlike most global upwellings which are wind-driven and temporary, the Patagonian shelf upwelling is driven by deep sea currents and bottom topography, making it active throughout the entire year.","ai_generated":true,"unit":"iai-002037#insight-2","date_modified":"2026-10-23"},{"text":"The upwelling mechanism involves the Malvinas Current flowing northward along the continental slope, creating a pressure gradient that drives water toward the shore and forces an upward flow of nutrient-rich water.","ai_generated":true,"unit":"iai-002037#insight-3","date_modified":"2026-10-23"},{"text":"The nutrient-rich waters support a diverse food chain including phytoplankton, anchovies, hake, hoki, squid, and scallops, and the influence of this system extends as far north as Uruguay and southern Brazil.","ai_generated":true,"unit":"iai-002037#insight-4","date_modified":"2026-10-23"},{"text":"The biological production resulting from this upwelling contributes to the ocean's capacity to act as a sink for atmospheric carbon dioxide.","ai_generated":true,"unit":"iai-002037#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon sequestration"],"geography_discussed":["Argentina","Brazil","Uruguay","Buenos Aires","Montevideo","Oregon","California"],"frame_perspective":[],"analysis_type":["scientific analysis","numerical simulation","remote sensing"]},{"id":"iai-000667","url":"https://climateinsightsdirectory.org/document/iai-000667","title":"Crop water relations, bioenergy options and ecosystem services in the La Plata Basin","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"report","language":"en","date_published":null,"source_url":"https://iai.int/admin/site/sites/default/files/uploads/2014/03/Final_report_IDRC_Jobbagy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the ecohydrological impacts of agricultural expansion in the La Plata Basin. In the Pampas, it identifies optimal groundwater depths for corn, soybean, and wheat, and suggests that replacing pastures with annual crops increases flooding risk. In the Chaco-Espinal region, agricultural conversion has led to deep groundwater recharge, salt mobilization, and the emergence of 'new rivers'. In Paraguay, deforestation of the Atlantic Forest increased river water yield from 40% to nearly 70% of rainfall inputs. The report also argues that harvesting biomass from fire-prone dry forests for bioelectricity is more carbon-efficient than soybean biodiesel, which causes significant emissions due to land-use change.","ai_generated":true,"unit":"iai-000667#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the inland Pampas of Argentina, specific groundwater depth ranges optimize crop yields: 1.4–2.5 m for corn, 1.2–2.2 m for soybean, and 0.7–1.6 m for winter-season wheat. Water tables shallower than these ranges are linked to yield drops due to waterlogging and salinity, while deeper tables lead to steady declines as water becomes inaccessible to plants.","ai_generated":true,"unit":"iai-000667#insight-1","date_modified":"2026-10-23"},{"text":"The replacement of pastures by annual crops in the western Pampas may have facilitated flooding. Modeling suggests a bimodal behavior under annual crops where lower water consumption and shallower rooting depths create a more flooding-prone situation compared to alfalfa pastures.","ai_generated":true,"unit":"iai-000667#insight-2","date_modified":"2026-10-23"},{"text":"In the Chaco-Espinal region, the conversion of dry forests to annual croplands has triggered deep groundwater recharge and salt migration. This process has led to the development of 'new rivers'—streams that emerged in areas lacking surface water for 9,000 years—causing severe land degradation and infrastructure damage.","ai_generated":true,"unit":"iai-000667#insight-3","date_modified":"2026-10-23"},{"text":"Deforestation in the most affected area of Paraguay (130,000 km2) saw forest cover drop from 95% in 1970 to 5% in 2000. This transformation increased the water yield of the river segment between Guaira and Posadas, with the proportion of rainfall reaching the river rising from 40% (1940-1980) to nearly 70% by the end of the study period.","ai_generated":true,"unit":"iai-000667#insight-4","date_modified":"2026-10-23"},{"text":"Bioelectricity derived from fire-prone dry forests is presented as a sustainable alternative to fossil fuels and soybean biodiesel. While soybean biodiesel results in net emissions of ~580 g CO2e MJ-1 due to land-use change (taking ~550 years to repay the carbon debt), bioelectricity would offset GHG emissions by 170 to 345 kg CO2e GJ-1.","ai_generated":true,"unit":"iai-000667#insight-5","date_modified":"2026-10-23"},{"text":"In the driest portion of the Chaco region, humans currently capture less than 8% of the primary productivity of native forests through grazing and forestry, with charcoal being the dominant forest product.","ai_generated":true,"unit":"iai-000667#insight-6","date_modified":"2026-10-23"}],"climate_tags":["land use","deforestation","bioenergy","biodiesel","ecosystem service","greenhouse gas emissions"],"geography_discussed":["Pampas","Chaco-Espinal","San Luis Province","Brazil"],"frame_perspective":[],"analysis_type":["ecohydrological analysis","carbon accounting","remote sensing","modeling"]}]}